Deep Learning Project Title 2022

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2021 - 2022
S No ST Code IEEE Deep Learning Domain Project Title Year
1 DAL-21-0001 SOLAR: Services-Oriented Deep Learning Architectures-Deep Learning as a
Service
2021
2 DAL-21-0002 Bio-Inspired Deep Attribute Learning Towards Facial Aesthetic Prediction 2021
3 DAL-21-0003 FunkR-pDAE:PersonalizedProjectRecommendationUsingDeepLearning 2021
4 DAL-21-0004 DeepLearningforSpatio-TemporalModelingofDynamicSpontaneousEmotions 2021
5 DAL-21-0005 Deep Learning and Visualization for Identifying Malware Families 2021
6 DAL-21-0006 Deep Learning for Human Affect Recognition: Insights and New Developments 2021
7 DAL-21-0007 A Deep Learning Framework for Identifying Essential Proteins by Integrating
Multiple Types of Biological Information
2021
8 DAL-21-0008 AnIntegrativeFrameworkforCombiningSequenceandEpigenomicDatato
Predict Transcription Factor Binding Sites UsingDeep Learning
2021
9 DAL-21-0009 DeepDSC:ADeepLearningMethodtoPredictDrugSensitivityofCancerCell
Lines
2021
10 DAL-21-0010 A Review of Deep Learning Models for Time Series Prediction 2021
11 DAL-21-0011 Revisiting Video Saliency Prediction in the Deep Learning Era 2021
12 DAL-21-0012 JointLearningofMultipleLatentDomainsandDeepRepresentationsforDomain
Adaptation
2021
13 DAL-21-0013 BND*-DDQN: Learn to Steer Autonomously Through Deep Reinforcement
Learning
2021
14 DAL-21-0014 Switchable Normalization for Learning-to-Normalize Deep Representation 2021
15 DAL-21-0015 Predicting Destinations by a Deep Learning based Approach 2021
16 DAL-21-0016 Saliency Prediction in the Deep Learning Era: Successes and Limitations 2021
17 DAL-21-0017 Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by
Deep Reinforcement Learning
2021

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2021 - 2022
18 DAL-21-0018 Lip-Reading Driven Deep Learning Approach for Speech Enhancement 2021
19 DAL-21-0019 A Method of Information Protection for Collaborative Deep Learning under GAN
Model Attack
2021
20 DAL-21-0020 Distributed Deep Learning Optimized System over the Cloud and Smart Phone
Devices
2021
21 DAL-21-0021 Deep Multi-View Learning to Rank 2021
22 DAL-21-0022 Nonlinear Regression via Deep Negative Correlation Learning 2021
23 DAL-21-0023 DeepWiFi: Cognitive WiFi with Deep Learning 2021
24 DAL-21-0024 Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks 2021
25 DAL-21-0025 Task-Oriented Deep Reinforcement Learning for Robotic Skill Acquisition and
Control
2021
26 DAL-21-0026 Deep Air Quality Forecasting Using Hybrid Deep Learning Framework 2021
27 DAL-21-0027 Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the
Deep Learning Era
2021
28 DAL-21-0028 Memory-Based Deep Reinforcement Learning for Obstacle Avoidance in UAV
With Limited Environment Knowledge
2021
29 DAL-21-0029 Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution 2021
30 DAL-21-0030 Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in
Tracking
2021
31 DAL-21-0031 Deep Regionlets: Blended Representation and Deep Learning for Generic
Object Detection
2021

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2021 - 2022
32 DAL-21-0032 Patent Value Analysis Using Deep Learning Models—The Case of IoT
Technology Mining for the Manufacturing Industry
2021
33 DAL-21-0033 BinDaaS: Blockchain-Based Deep-Learning as-a-Service in Healthcare 4.0
Applications
2021
34 DAL-21-0034 Deep Non-Negative Matrix Factorization Architecture Based on Underlying
Basis Images Learning
2021
35 DAL-21-0035 Travel Mode Identification With GPS Trajectories Using Wavelet Transform and
Deep Learning
2021
36 DAL-21-0036 MRI Based Radiomics Approach With Deep Learning for Prediction of Vessel
Invasion in Early-Stage Cervical Cancer
2021
37 DAL-21-0037 Kollector: Detecting Fraudulent Activities on Mobile Devices Using Deep
Learning
2021
38 DAL-21-0038 A Survey of Deep Learning Applications to Autonomous Vehicle Control 2021
39 DAL-21-0039 Bayesian Active Learning for Choice Models With Deep Gaussian Processes 2021
40 DAL-21-0040 Deep-Reinforcement-Learning-Based Energy Management Strategy for
Supercapacitor Energy Storage Systems in Urban Rail Transit
2021
41 DAL-21-0041 Classification of Large-Scale High-Resolution SAR Images With Deep Transfer
Learning
2021
42 DAL-21-0042 An Efficient Industrial System for Vehicle Tyre (Tire) Detection and Text
Recognition Using Deep Learning
2021
43 DAL-21-0043 A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image
Classification
2021
44 DAL-21-0044 Deep Learning for Industrial KPI Prediction: When Ensemble Learning Meets
Semi-Supervised Data
2021
45 DAL-21-0045 Deep Learning-Based Model Predictive Control for Resonant Power Converters 2021

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2021 - 2022
46 DAL-21-0046 Semi-Supervised Multi-View Deep Discriminant Representation Learning 2021
47 DAL-21-0047 OMMDE-Net: A Deep Learning-Based Global Optimization Method for Seismic
Inversion
2021
48 DAL-21-0048 End-to-End Learning Deep CRF Models for Multi-Object Tracking Deep CRF
Models
2021
49 DAL-21-0049 Multi-Task Deep Learning for Real-Time 3D Human Pose Estimation and Action
Recognition
2021
50 DAL-21-0050 SiamFPN: A Deep Learning Method for Accurate and Real-Time Maritime Ship
Tracking
2021
51 DAL-21-0051 Deep Learning Based Caching for Self-Driving Cars in Multi-Access Edge
Computing
2021
52 DAL-21-0052 A Hybrid Multiple Access Scheme via Deep Learning-Based Detection 2021
53 DAL-21-0053 Stochastic Modeling and Integration of Plug-In Hybrid Electric Vehicles in
Reconfigurable Microgrids With Deep Learning-Based Forecasting
2021
54 DAL-21-0054 Dress With Style: Learning Style From Joint Deep Embedding of Clothing Styles
and Body Shapes
2021
55 DAL-21-0055 On the Development of an Acoustic-Driven Method to Improve Driver’s Comfort
Based on Deep Reinforcement Learning
2021
56 DAL-21-0056 Interactive Video Retrieval in the Age of Deep Learning – Detailed Evaluation of
VBS 2019
2021
57 DAL-21-0057 Deep Neural Learning Based Distributed Predictive Control for Offshore Wind
Farm Using High-Fidelity LES Data
2021
58 DAL-21-0058 Continual Multiview Task Learning via Deep Matrix Factorization 2021
59 DAL-21-0059 Deep Reinforcement Learning for Multiobjective Optimization 2021

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2021 - 2022
60 DAL-21-0060 An Intelligent Non-Integer PID Controller-Based Deep Reinforcement Learning:
Implementation and Experimental Results
2021
61 DAL-21-0061 Statistical Loss and Analysis for Deep Learning in Hyperspectral Image
Classification
2021
62 DAL-21-0062 Solving the Security Problem of Intelligent Transportation System With Deep
Learning
2021
63 DAL-21-0063 Domain Knowledge-Based Deep-Broad Learning Framework for Fault Diagnosis 2021
64 DAL-21-0064 DeepSLAM: A Robust Monocular SLAM System With Unsupervised Deep
Learning
2021
65 DAL-21-0065 ncRFP: A Novel end-to-end Method for Non-Coding RNAs Family Prediction
Based on Deep Learning
2021
66 DAL-21-0066 Open-Source Automatic Segmentation of Ocular Structures and Biomarkers of
Microbial Keratitis on Slit-Lamp Photography Images Using Deep Learning
2021
67 DAL-21-0067 Deep-Learning-Based Probabilistic Forecasting of Electric Vehicle Charging
Load With a Novel Queuing Model
2021
68 DAL-21-0068 Deep Coattention-Based Comparator for Relative Representation Learning in
Person Re-Identification
2021
69 DAL-21-0069 TCLiVi: Transmission Control in Live Video Streaming Based on Deep
Reinforcement Learning
2021
70 DAL-21-0070 Multiview Concept Learning Via Deep Matrix Factorization 2021
71 DAL-21-0071 Deep Learning-Based Partial Domain Adaptation Method on Intelligent
Machinery Fault Diagnostics
2021
72 DAL-21-0072 Inspection of Imprint Defects in Stamped Metal Surfaces Using Deep Learning
and Tracking
2021
73 DAL-21-0073 Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft
Sensor Model Development
2021

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2021 - 2022
74 DAL-21-0074 A3C-DO: A Regional Resource Scheduling Framework Based on Deep
Reinforcement Learning in Edge Scenario
2021
75 DAL-21-0075 Identification of Children at Risk of Schizophrenia via Deep Learning and EEG
Responses
2021
76 DAL-21-0076 Deep Learning Based Multistep Solar Forecasting for PV Ramp-Rate Control
Using Sky Images
2021
77 DAL-21-0077 Cognitive Optimal-Setting Control of AIoT Industrial Applications With Deep
2021
78 DAL-21-0078 A Survey of the Usages of Deep Learning for Natural Language Processing 2021
79 DAL-21-0079 Transformer Winding Fault Diagnosis Using Vibration Image and Deep Learning 2021
80 DAL-21-0080 Intermittent Contextual Learning for Keyfilter-Aware UAV Object Tracking Using
Deep Convolutional Feature
2021
81 DAL-21-0081 Spatio-Temporal Deep Learning Approach to Map Deforestation in Amazon
Rainforest
2021
82 DAL-21-0082 A Decision-Making Framework of Hybrid System Based on Modified Hybrid
Stochastic Timed Petri Net and Deep Learning
2021
83 DAL-21-0083 Web Objectionable Video Recognition Based on Deep Multi-Instance Learning
With Representative Prototypes Selection
2021
84 DAL-21-0084 A Deep-Learning-Based Denoising Method for Multiarea Surface Seismic Data 2021
85 DAL-21-0085 Rate Control Method Based on Deep Reinforcement Learning for Dynamic
Video Sequences in HEVC
2021
86 DAL-21-0086 Unsupervised Deep Transfer Learning-Based Change Detection for HR
Multispectral Images
2021
87 DAL-21-0087 Deep Battery Saver: End-to-End Learning for Power Constrained Contrast
Enhancement
2021

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2021 - 2022
88 DAL-21-0088 Enhancing Transferability of Deep Reinforcement Learning-Based Variable
Speed Limit Control Using Transfer Learning
2021
89 DAL-21-0089 Deep Learning Regression for Prostate Cancer Detection and Grading in Bi-
Parametric MRI
2021
90 DAL-21-0090 Data-Driven Simultaneous Multibeam Power Allocation: When Multiple Targets
Tracking Meets Deep Reinforcement Learning
2021
91 DAL-21-0091 Deep Attentive Video Summarization With Distribution Consistency Learning 2021
92 DAL-21-0092 Bayesian Reinforcement Learning and Bayesian Deep Learning for Blockchains
With Mobile Edge Computing
2021
93 DAL-21-0093 Error-Tolerant Deep Learning for Remote Sensing Image Scene Classification 2021
94 DAL-21-0094 Implementation of Hybrid Deep Learning Model (LSTM-CNN) for Ionospheric
TEC Forecasting Using GPS Data
2021
95 DAL-21-0095 Hapke Data Augmentation for Deep Learning-Based Hyperspectral Data
Analysis With Limited Samples
2021
96 DAL-21-0096 Deep Residual Learning-Based Enhanced JPEG Compression in the Internet of
Things
2021
97 DAL-21-0097 Coordinated Topology Attacks in Smart Grid Using Deep Reinforcement
Learning
2021
98 DAL-21-0098 A Novel Deep Learning Controller for DC–DC Buck–Boost Converters in
Wireless Power Transfer Feeding CPLs
2021
99 DAL-21-0099 MiNet: Efficient Deep Learning Automatic Target Recognition for Small
Autonomous Vehicles
2021
100 DAL-21-0100 Coverage Guided Differential Adversarial Testing of Deep Learning Systems 2021
101 DAL-21-0101 Que-Fi: A Wi-Fi Deep-Learning-Based Queuing People Counting 2021

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2021 - 2022
102 DAL-21-0102 A Comprehensive Survey of Databases and Deep Learning Methods for
Cybersecurity and Intrusion Detection Systems
2021
103 DAL-21-0103 Deep Learning With Conformal Prediction for Hierarchical Analysis of Large-
Scale Whole-Slide Tissue Images
2021
104 DAL-21-0104 Antibody Supervised Training of a Deep Learning Based Algorithm for
Leukocyte Segmentation in Papillary Thyroid Carcinoma
2021
105 DAL-21-0105 Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning 2021
106 DAL-21-0106 Earthquake Event Classification Using Multitasking Deep Learning 2021
107 DAL-21-0107 Sparse Array Selection Across Arbitrary Sensor Geometries With Deep Transfer
Learning
2021
108 DAL-21-0108 Deep Learning Approach for Earthquake Parameters Classification in
Earthquake Early Warning System
2021
109 DAL-21-0109 An AR-Assisted Deep Learning-Based Approach for Automatic Inspection of
Aviation Connectors
2021
110 DAL-21-0110 When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and
Coding Network for Image Recognition With Limited Data
2021
111 DAL-21-0111 Price Trailing for Financial Trading Using Deep Reinforcement Learning 2021
112 DAL-21-0112 NOMA Assisted Multi-Task Multi-Access Mobile Edge Computing via Deep
Reinforcement Learning for Industrial Internet of Things
2021
113 DAL-21-0113 Adaptive Deep Metric Learning for Affective Image Retrieval and Classification 2021
114 DAL-21-0114 Multi-Task Travel Route Planning With a Flexible Deep Learning Framework 2021
115 DAL-21-0115 Deep Anatomical Context Feature Learning for Cephalometric Landmark
Detection
2021

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2021 - 2022
116 DAL-21-0116 Learning to Drive by Imitation: An Overview of Deep Behavior Cloning Methods 2021
117 DAL-21-0117 Self-Configuring Robot Path Planning With Obstacle Avoidance via Deep
2021
118 DAL-21-0118 Deep Self-Supervised Representation Learning for Free-Hand Sketch 2021
119 DAL-21-0119 Toward Efficient Execution of Mainstream Deep Learning Frameworks on
Mobile Devices: Architectural Implications
2021
120 DAL-21-0120 DeepMDP: A Novel Deep-Learning-Based Missing Data Prediction Protocol for
IoT
2021
121 DAL-21-0121 DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern
VLSI Placement
2021
122 DAL-21-0122 Caching in Dynamic IoT Networks by Deep Reinforcement Learning 2021
123 DAL-21-0123 Toward Secure and Efficient Deep Learning Inference in Dependable IoT
Systems
2021
124 DAL-21-0124 Model-Based Deep Learning PET Image Reconstruction Using Forward–
Backward Splitting Expectation–Maximization
2021
125 DAL-21-0125 Ballistocardiogram Artifact Reduction in Simultaneous EEG-fMRI Using Deep
Learning
2021
126 DAL-21-0126 Effective Charging Planning Based on Deep Reinforcement Learning for Electric
Vehicles
2021
127 DAL-21-0127 AutoFoley: Artificial Synthesis of Synchronized Sound Tracks for Silent Videos
With Deep Learning
2021
128 DAL-21-0128 Extracting Cause of Death From Verbal Autopsy With Deep Learning
Interpretable Methods
2021
129 DAL-21-0129 Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare
Systems: A Prospective Survey
2021

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2021 - 2022
130 DAL-21-0130 Fast Generation of High-Fidelity RGB-D Images by Deep Learning With
Adaptive Convolution
2021
131 DAL-21-0131 Reconstruction of Organ Boundaries With Deep Learning in the D-Bar Method
for Electrical Impedance Tomography
2021
132 DAL-21-0132 Multidimensional Ground Reaction Forces and Moments From Wearable Sensor
Accelerations via Deep Learning
2021
133 DAL-21-0133 Deep Reinforcement Learning for Smart City Communication Networks 2021
134 DAL-21-0134 A Novel Nonlinear Deep Reinforcement Learning Controller for DC–DC Power
Buck Converters
2021
135 DAL-21-0135 Advanced Deep Learning Approach for Probabilistic Wind Speed Forecasting 2021
136 DAL-21-0136 Deep Learning for Robust Decomposition of High-Density Surface EMG Signals 2021
137 DAL-21-0137 Concurrent Healthcare Data Processing and Storage Framework Using Deep-
Learning in Distributed Cloud Computing Environment
2021
138 DAL-21-0138 Distributed Deep Reinforcement Learning for Intelligent Load Scheduling in
Residential Smart Grids
2021
139 DAL-21-0139 A Deep Learning-Based Blockchain Mechanism for Secure Internet of Drones
Environment
2021
140 DAL-21-0140 Lightweight Modules for Efficient Deep Learning Based Image Restoration 2021
141 DAL-21-0141 Investigation of Low-Dose CT Image Denoising Using Unpaired Deep Learning
Methods
2021
142 DAL-21-0142 Deep Learning-Based Solar-Cell Manufacturing Defect Detection With
Complementary Attention Network
2021
143 DAL-21-0143 Mean Field Deep Reinforcement Learning for Fair and Efficient UAV Control 2021

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2021 - 2022
144 DAL-21-0144 Deep-Learning-Enabled Security Issues in the Internet of Things 2021
145 DAL-21-0145 Voltage Stability Monitoring Based on Disagreement-Based Deep Learning in a
Time-Varying Environment
2021
146 DAL-21-0146 Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking 2021
147 DAL-21-0147 A Generative Adversarial Network Based Deep Learning Method for Low-Quality
Defect Image Reconstruction and Recognition
2021
148 DAL-21-0148 Deep Reinforcement Learning for Weakly-Supervised Lymph Node
Segmentation in CT Images
2021
149 DAL-21-0149 Edge-Cloud Computing for Internet of Things Data Analytics: Embedding
Intelligence in the Edge With Deep Learning
2021
150 DAL-21-0150 Omni SCADA Intrusion Detection Using Deep Learning Algorithms 2021
151 DAL-21-0151 Heterogeneous Task Offloading and Resource Allocations via Deep Recurrent
Reinforcement Learning in Partial Observable Multifog Networks
2021
152 DAL-21-0152 Nutrient Status Diagnosis of Infield Oilseed Rape via Deep Learning-Enabled
Dynamic Model
2021
153 DAL-21-0153 Formation Control With Collision Avoidance Through Deep Reinforcement
Learning Using Model-Guided Demonstration
2021
154 DAL-21-0154 Multiscale LSTM-Based Deep Learning for Very-Short-Term Photovoltaic Power
Generation Forecasting in Smart City Energy Management
2021
155 DAL-21-0155 Deep Reinforcement Learning Based Volt-VAR Optimization in Smart
Distribution Systems
2021
156 DAL-21-0156 A Review of Deep-Learning-Based Approaches for Attenuation Correction in
Positron Emission Tomography
2021
157 DAL-21-0157 Deep Hash Learning for Remote Sensing Image Retrieval 2021

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2021 - 2022
158 DAL-21-0158 Deep Learning for Predicting Significant Wave Height From Synthetic Aperture
Radar
2021
159 DAL-21-0159 Generative Adversarial Network in the Air: Deep Adversarial Learning for
Wireless Signal Spoofing
2021
160 DAL-21-0160 Deep Residual Autoencoders for Expectation Maximization-Inspired Dictionary
Learning
2021
161 DAL-21-0161 Detecting False Data Injection Attacks in Smart Grids: A Semi-Supervised Deep
Learning Approach
2021
162 DAL-21-0162 Deep Reinforcement Learning Empowered Adaptivity for Future Blockchain
Networks
2021
163 DAL-21-0163 Deep Learning-Based Forecasting Approach in Smart Grids With
Microclustering and Bidirectional LSTM Network
2021
164 DAL-21-0164 A Bayesian Deep Learning RUL Framework Integrating Epistemic and Aleatoric
Uncertainties
2021
165 DAL-21-0165 An Edge Computing Framework for Powertrain Control System Optimization of
Intelligent and Connected Vehicles Based on Curiosity-Driven Deep
2021
166 DAL-21-0166 Soft-Weighted-Average Ensemble Vehicle Detection Method Based on Single-
Stage and Two-Stage Deep Learning Models
2021
167 DAL-21-0167 Enhancing the X-Ray Differential Phase Contrast Image Quality With Deep
Learning Technique
2021
168 DAL-21-0168 Deep Anomaly Detection for Time-Series Data in Industrial IoT: A
Communication-Efficient On-Device Federated Learning Approach
2021
169 DAL-21-0169 Automatic Detection of Industrial Wire Rope Surface Damage Using Deep
Learning-Based Visual Perception Technology
2021
170 DAL-21-0170 Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial
Buildings
2021
171 DAL-21-0171 CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object
Recognition
2021

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2021 - 2022
172 DAL-21-0172 Automation of Recording in Smart Classrooms via Deep Learning and Bayesian
Maximum a Posteriori Estimation of Instructor's Pose
2021
173 DAL-21-0173 DeepEDN: A Deep-Learning-Based Image Encryption and Decryption Network
for Internet of Medical Things
2021
174 DAL-21-0174 Frames Learned by Prime Convolution Layers in a Deep Learning Framework 2021
175 DAL-21-0175 An Attention-Based Deep Learning Framework for Trip Destination Prediction of
Sharing Bike
2021
176 DAL-21-0176 Comparison of Deep Reinforcement Learning and Model Predictive Control for
Adaptive Cruise Control
2021
177 DAL-21-0177 Relational Deep Feature Learning for Heterogeneous Face Recognition 2021
178 DAL-21-0178 Lightweight Attention Module for Deep Learning on Classification and
Segmentation of 3-D Point Clouds
2021
179 DAL-21-0179 Privacy-Aware Time-Series Data Sharing With Deep Reinforcement Learning 2021
180 DAL-21-0180 AEnet: Automatic Picking of P-Wave First Arrivals Using Deep Learning 2021
181 DAL-21-0181 An Efficient Deep Learning Framework for Intelligent Energy Management in IoT
Networks
2021
182 DAL-21-0182 Adversarial Examples—Security Threats to COVID-19 Deep Learning Systems
in Medical IoT Devices
2021
183 DAL-21-0183 Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning:
An In Silico Validation
2021
184 DAL-21-0184 Deep Learning for PET Image Reconstruction 2021
185 DAL-21-0185 Deep-Reinforcement-Learning-Based Proportional Fair Scheduling Control
Scheme for Underlay D2D Communication
2021

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2021 - 2022
186 DAL-21-0186 Person Reidentification via Unsupervised Cross-View Metric Learning 2021
187 DAL-21-0187 Unsupervised Temporospatial Neural Architecture for Sensorimotor Map
Learning
2021
188 DAL-21-0188 Unsupervised Linear Discriminant Analysis for Jointly Clustering and Subspace
Learning
2021
189 DAL-21-0189 A Comparative Study for Unsupervised Network Representation Learning 2021
190 DAL-21-0190 An Ensemble Classification Model With Unsupervised Representation Learning
for Driving Stress Recognition Using Physiological Signals
2021
191 DAL-21-0191 Coupled Convolutional Neural Network With Adaptive Response Function
Learning for Unsupervised Hyperspectral Super Resolution
2021
192 DAL-21-0192 Unsupervised-Learning-Based Continuous Depth and Motion Estimation With
Monocular Endoscopy for Virtual Reality Minimally Invasive Surgery
2021
193 DAL-21-0193 Unsupervised nonlinear adaptive manifold learning for global and local
information
2021
194 DAL-21-0194 HDEC-TFA: An Unsupervised Learning Approach for Discovering Physical
Scattering Properties of Single-Polarized SAR Image
2021
195 DAL-21-0195 A Sleep Apnea Detection Method Based on Unsupervised Feature Learning and
Single-Lead Electrocardiogram
2021
196 DAL-21-0196 SAR Image Classification Using Greedy Hierarchical Learning With
Unsupervised Stacked CAEs
2021
197 DAL-21-0197 Stealthy MTD Against Unsupervised Learning-Based Blind FDI Attacks in Power
Systems
2021
198 DAL-21-0198
Unsupervised Learning for Parametric Optimization
2021
199 DAL-21-0199 Unsupervised Learning for C-RAN Power Control and Power Allocation 2021

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2021 - 2022
200 DAL-21-0200 Unsupervised Learning for Cellular Power Control 2021
201 DAL-21-0201 Unsupervised Detection of Non-Technical Losses via Recursive Transform
Learning
2021
202 DAL-21-0202 Finding Faults in PV Systems: Supervised and Unsupervised Dictionary
Learning With SSTDR
2021
203 DAL-21-0203 Self-Supervised Visual Terrain Classification From Unsupervised Acoustic
Feature Learning
2021
204 DAL-21-0204 Attribute-Aligned Domain-Invariant Feature Learning for Unsupervised Domain
Adaptation Person Re-Identification
2021
205 DAL-21-0205 Unsupervised Learning-Based Joint Active and Passive Beamforming Design for
Reconfigurable Intelligent Surfaces Aided Wireless Networks
2021
206 DAL-21-0206 Learning Unsupervised and Supervised Representations via General
Covariance
2021
207 DAL-21-0207 MapGen-GAN: A Fast Translator for Remote Sensing Image to Map Via
Unsupervised Adversarial Learning
2021
208 DAL-21-0208 Bidirectional Associative Memories: Unsupervised Hebbian Learning to
Bidirectional Backpropagation
2021
209 DAL-21-0209 Learning-Free Unsupervised Extractive Summarization Model 2021
210 DAL-21-0210 Unsupervised Balanced Covariance Learning for Visual-Inertial Sensor Fusion 2021
211 DAL-21-0211 Spectrum Anomaly Detection for Optical Network Monitoring Using Deep
Unsupervised Learning
2021
212 DAL-21-0212 Variational Formulation of Unsupervised Deep Learning for Ultrasound Image
Artifact Removal
2021
213 DAL-21-0213 Data-Driven Dynamic Models of Active Distribution Networks Using
Unsupervised Learning Techniques on Field Measurements
2021

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2021 - 2022
214 DAL-21-0214 Learning Topology From Synthetic Data for Unsupervised Depth Completion 2021
215 DAL-21-0215 Unsupervised Cross Domain Person Re-Identification by Multi-Loss
Optimization Learning
2021
216 DAL-21-0216 Temporal Ordered Clustering in Dynamic Networks: Unsupervised and Semi-
Supervised Learning Algorithms
2021
217 DAL-21-0217 Unsupervised Learning of Lidar Features for Use ina Probabilistic Trajectory
Estimator
2021
218 DAL-21-0218 An Adaptive Framework for Learning Unsupervised Depth Completion 2021
219 DAL-21-0219 ResNet Autoencoders for Unsupervised Feature Learning From High-
Dimensional Data: Deep Models Resistant to Performance Degradation
2021
220 DAL-21-0220 Erratum to “Bidirectional Associative Memories: Unsupervised Hebbian Learning
to Bidirectional Backpropagation”
2021
221 DAL-21-0221 Foreground Feature Attention Module Based on Unsupervised Saliency
Detector for Few-Shot Learning
2021
222 DAL-21-0222 A Mura Detection Model Based on Unsupervised Adversarial Learning 2021
223 DAL-21-0223 EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic
Regions of Interest Using Deep Unsupervised Transfer Learning
2021
224 DAL-21-0224 Fully Unsupervised Spike-Rate-Dependent Plasticity Learning With Oxide-
Based Memory Devices
2021
225 DAL-21-0225 A Survey on Semi-, Self- and Unsupervised Learning for Image Classification 2021
226 DAL-21-0226 Adversarial Learning Approach to Unsupervised Labeling of Fine Art Paintings 2021
227 DAL-21-0227 Guest Editorial Special Issue on Continual Unsupervised Sensorimotor Learning 2021

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2021 - 2022
228 DAL-21-0228 Unsupervised Horizontal Pyramid Similarity Learning for Cross-Domain Adaptive
2021
229 DAL-21-0229 Homogeneous-to-Heterogeneous: Unsupervised Learning for RGB-Infrared
2021
230 DAL-21-0230 Transfer Subspace Learning for Unsupervised Cross-Corpus Speech Emotion
Recognition
2021
231 DAL-21-0231 OIFlow: Occlusion-Inpainting Optical Flow Estimation by Unsupervised Learning 2021
232 DAL-21-0232 An Adaptive Trust Boundary Protection for IIoT Networks Using Deep-Learning
Feature-Extraction-Based Semisupervised Model
2021
233 DAL-21-0233 CDDPG: A Deep-Reinforcement-Learning-Based Approach for Electric Vehicle
Charging Control
2021
234 DAL-21-0234 Hybrid Electric Vehicle Energy Management With Computer Vision and Deep
2021
235 DAL-21-0235 A Deep Learning Approach to Detect and Isolate Thruster Failures for
Dynamically Positioned Vessels Using Motion Data
2021
236 DAL-21-0236 Vision-Based Autonomous Navigation Approach for a Tracked Robot Using
Deep Reinforcement Learning
2021
237 DAL-21-0237 An Adaptive Deep Learning Framework for Shipping Container Code
Localization and Recognition
2021
238 DAL-21-0238 A Learning System Integrating Temporal Convolution and Deep Learning for
Predictive Modeling of Crude Oil Price
2021
239 DAL-21-0239 Deep Reinforcement Learning for Stochastic Computation Offloading in Digital
Twin Networks
2021
240 DAL-21-0240 Offloading Optimization in Edge Computing for Deep-Learning-Enabled Target
Tracking by Internet of UAVs
2021
241 DAL-21-0241 Efficient Deep Learning of Nonlocal Features for Hyperspectral Image
Classification
2021

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2021 - 2022
242 DAL-21-0242 Characterization of Two-Phase Flow Structure by Deep Learning-Based Super
Resolution
2021
243 DAL-21-0243 Neuron Image Segmentation via Learning Deep Features and Enhancing Weak
Neuronal Structures
2021
244 DAL-21-0244 An Evolutionary Deep Learning-Based Anomaly Detection Model for Securing
Vehicles
2021
245 DAL-21-0245 Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep
2021
246 DAL-21-0246 Building a Lane Merge Coordination for Connected Vehicles Using Deep
2021
247 DAL-21-0247 Action Quality Assessment Using Siamese Network-Based Deep Metric
Learning
2021
248 DAL-21-0248 FallAllD: An Open Dataset of Human Falls and Activities of Daily Living for
Classical and Deep Learning Applications
2021
249 DAL-21-0249 Zero-Bias Deep Learning for Accurate Identification of Internet-of-Things (IoT)
Devices
2021
250 DAL-21-0250 QoE-Based Task Offloading With Deep Reinforcement Learning in Edge-
Enabled Internet of Vehicles
2021
251 DAL-21-0251 Deep Learning Based Autonomous Vehicle Super Resolution DOA Estimation
for Safety Driving
2021
252 DAL-21-0252 Image Formation, Deep Learning, and Physical Implication of Multiple Time-
Series One-Dimensional Signals: Method and Application
2021
253 DAL-21-0253 Social-Aware Incentive Mechanism for Vehicular Crowdsensing by Deep
2021
254 DAL-21-0254 DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless
Communications in the Physical Layer
2021
255 DAL-21-0255 Multiple Access in Cell-Free Networks: Outage Performance, Dynamic
Clustering, and Deep Reinforcement Learning-Based Design
2021

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256 DAL-21-0256 Jointly Sparse Signal Recovery and Support Recovery via Deep Learning With
Applications in MIMO-Based Grant-Free Random Access
2021
257 DAL-21-0257 Deep Learning for Irregularly and Regularly Missing 3-D Data Reconstruction 2021
258 DAL-21-0258 More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing
Imagery Classification
2021
259 DAL-21-0259 A Robust Deep-Learning-Enabled Trust-Boundary Protection for Adversarial
Industrial IoT Environment
2021
260 DAL-21-0260 Joint Flight Cruise Control and Data Collection in UAV-Aided Internet of Things:
An Onboard Deep Reinforcement Learning Approach
2021
261 DAL-21-0261 Soft Spatial Attention-Based Multimodal Driver Action Recognition Using Deep
Learning
2021
262 DAL-21-0262 Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV
Based Random Access IoT Networks With NOMA
2021
263 DAL-21-0263 A Deep Learning Based Data Fusion Method for Degradation Modeling and
Prognostics
2021
264 DAL-21-0264 Edge Computing-Enabled Deep Learning for Real-time Video Optimization in
IIoT
2021
265 DAL-21-0265 Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning 2021
266 DAL-21-0266 Intelligent Trainer for Dyna-Style Model-Based Deep Reinforcement Learning 2021
267 DAL-21-0267 An Open IoHT-Based Deep Learning Framework for Online Medical Image
Recognition
2021
268 DAL-21-0268 Deep Reinforcement Learning Based Computation Offloading in Fog Enabled
Industrial Internet of Things
2021
269 DAL-21-0269 DLUX: A LUT-Based Near-Bank Accelerator for Data Center Deep Learning
Training Workloads
2021

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2021 - 2022
270 DAL-21-0270 Reference Free Incremental Deep Learning Model Applied for Camera-Based
Respiration Monitoring
2021
271 DAL-21-0271 A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone
Data
2021
272 DAL-21-0272 Vehicle Detection and Tracking in Adverse Weather Using a Deep Learning
Framework
2021
273 DAL-21-0273 A Novel Deep Q-Learning-Based Air-Assisted Vehicular Caching Scheme for
Safe Autonomous Driving
2021
274 DAL-21-0274 A Deep Reinforcement Learning Approach to Multiple Streams’ Joint Bitrate
Allocation
2021
275 DAL-21-0275 Deep Learning-Based Decoding of Linear Block Codes for Spin-Torque Transfer
Magnetic Random Access Memory
2021
276 DAL-21-0276 Street View Text Recognition With Deep Learning for Urban Scene
Understanding in Intelligent Transportation Systems
2021
277 DAL-21-0277 Few-Shot Hyperspectral Image Classification With Unknown Classes Using
Multitask Deep Learning
2021
278 DAL-21-0278 A Scalable Deep Reinforcement Learning Approach for Traffic Engineering
Based on Link Control
2021
279 DAL-21-0279 Deep Learning for Automatic Segmentation of Hybrid Optoacoustic Ultrasound
(OPUS) Images
2021
280 DAL-21-0280 Multiagent Deep-Reinforcement-Learning-Based Virtual Resource Allocation
Through Network Function Virtualization in Internet of Things
2021
281 DAL-21-0281 Deep-Reinforcement-Learning-Based Spectrum Resource Management for
Industrial Internet of Things
2021
282 DAL-21-0282 Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL 2021
283 DAL-21-0283 Parallel Deep Learning Algorithms With Hybrid Attention Mechanism for Image
Segmentation of Lung Tumors
2021

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2021 - 2022
284 DAL-21-0284 Deep Multiagent Reinforcement-Learning-Based Resource Allocation for
Internet of Controllable Things
2021
285 DAL-21-0285 Automated Nociceptive Pain Assessment Using Physiological Signals and a
Hybrid Deep Learning Network
2021
286 DAL-21-0286 An Integrated Deep Learning Algorithm for Detecting Lung Nodules With Low-
Dose CT and Its Application in 6G-Enabled Internet of Medical Things
2021
287 DAL-21-0287 DeepFed: Federated Deep Learning for Intrusion Detection in Industrial Cyber–
Physical Systems
2021
288 DAL-21-0288 Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal
Resolution
2021
289 DAL-21-0289 Monocular Visual Odometry Based on Depth and Optical Flow Using Deep
Learning
2021
290 DAL-21-0290 CuRTAIL: ChaRacterizing and Thwarting AdversarIal Deep Learning 2021
291 DAL-21-0291 A Deep Reinforcement Learning Approach for Backscatter-Assisted Relay
Communications
2021
292 DAL-21-0292 F-Net: Deep Residual Learning for InSAR Parameters Estimation 2021
293 DAL-21-0293 Device-Free Wireless Sensing for Human Detection: The Deep Learning
Perspective
2021
294 DAL-21-0294 Novel Deep Learning-Enabled LSTM Autoencoder Architecture for Discovering
Anomalous Events From Intelligent Transportation Systems
2021
295 DAL-21-0295 Deep Learning in Robotics: Survey on Model Structures and Training Strategies 2021
296 DAL-21-0296 EEG Motor Imagery Classification With Sparse Spectrotemporal Decomposition
and Deep Learning
2021
297 DAL-21-0297 Deep Learning Predictive Band Switching in Wireless Networks 2021

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2021 - 2022
298 DAL-21-0298 Power Control for Body Area Networks: Accurate Channel Prediction by
Lightweight Deep Learning
2021
299 DAL-21-0299 Hierarchical Deep Reinforcement Learning for Backscattering Data Collection
With Multiple UAVs
2021
300 DAL-21-0300 Cloud Resource Scheduling With Deep Reinforcement Learning and Imitation
Learning
2021
301 DAL-21-0301 DFOPS: Deep-Learning-Based Fingerprinting Outdoor Positioning Scheme in
Hybrid Networks
2021
302 DAL-21-0302 Dynamic Compensation Model of BF Slag Homogenization Thermal Based on
Advanced Deep Learning Algorithm
2021
303 DAL-21-0303 Wearables and Deep Learning Classify Fall Risk From Gait in Multiple Sclerosis 2021
304 DAL-21-0304 Missing Small Fastener Detection Using Deep Learning 2021
305 DAL-21-0305 Robust Deep Learning Ensemble Against Deception 2021
306 DAL-21-0306 Contour Stella Image and Deep Learning for Signal Recognition in the Physical
Layer
2021
307 DAL-21-0307 Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results
on the Kaggle Competition and Validation Against Radiologists
2021
308 DAL-21-0308 Mobility-Aware Charging Scheduling for Shared On-Demand Electric Vehicle
Fleet Using Deep Reinforcement Learning
2021
309 DAL-21-0309 Deep Learning Approach for Sparse Aperture ISAR Imaging and Autofocusing
Based on Complex-Valued ADMM-Net
2021
310 DAL-21-0310 Combining Deep Reinforcement Learning With Graph Neural Networks for
Optimal VNF Placement
2021
311 DAL-21-0311 Deep Learning Analysis of Ultrasonic Guided Waves for Cortical Bone
Characterization
2021

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2021 - 2022
312 DAL-21-0312 A Just-in-Time Fine-Tuning Framework for Deep Learning of SAE in Adaptive
Data-Driven Modeling of Time-Varying Industrial Processes
2021
313 DAL-21-0313 ADRL: A Hybrid Anomaly-Aware Deep Reinforcement Learning-Based
Resource Scaling in Clouds
2021
314 DAL-21-0314 Graph-Based Deep Learning for Fast and Tight Network Calculus Analyses 2021
315 DAL-21-0315 Throughput Optimization for Grant-Free Multiple Access With Multiagent Deep
2021
316 DAL-21-0316 A Performance-Sensitive Malware Detection System Using Deep Learning on
Mobile Devices
2021
317 DAL-21-0317 When Deep Reinforcement Learning Meets Federated Learning: Intelligent
Multitimescale Resource Management for Multiaccess Edge Computing in 5G
Ultradense Network
2021
318 DAL-21-0318 A Contribution to Deep Learning Approaches for Automatic Classification of
Volcano-Seismic Events: Deep Gaussian Processes
2021
319 DAL-21-0319 DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for
Face Anti-Spoofing
2021
320 DAL-21-0320 An Automatic Cost Learning Framework for Image Steganography Using Deep
2021
321 DAL-21-0321 Indoor Fingerprinting With Bimodal CSI Tensors: A Deep Residual Sharing
Learning Approach
2021
322 DAL-21-0322 Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure
Wireless Communications
2021
323 DAL-21-0323 Tongue Tumor Detection in Hyperspectral Images Using Deep Learning
Semantic Segmentation
2021
324 DAL-21-0324 Deep Learning-Based Speed Bump Detection Model for Intelligent Vehicle
System Using Raspberry Pi
2021
325 DAL-21-0325 Deep Learning for Beamspace Channel Estimation in Millimeter-Wave Massive
MIMO Systems
2021

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2021 - 2022
326 DAL-21-0326 I-SEE: Intelligent, Secure, and Energy-Efficient Techniques for Medical Data
Transmission Using Deep Reinforcement Learning
2021
327 DAL-21-0327 Classification of Alcoholic EEG Signals Using a Deep Learning Method 2021
328 DAL-21-0328 Cyber Attack Detection Process in Sensor of DC Micro-Grids Under Electric
Vehicle Based on Hilbert–Huang Transform and Deep Learning
2021
329 DAL-21-0329 Improving Deep Reinforcement Learning With Transitional Variational
Autoencoders: A Healthcare Application
2021
330 DAL-21-0330 Deep-Reinforcement-Learning-Based User Profile Perturbation for Privacy-
Aware Recommendation
2021
331 DAL-21-0331 Evolver: A Deep Learning Processor With On-Device Quantization–Voltage–
Frequency Tuning
2021
332 DAL-21-0332 Multi-Agent Deep Reinforcement Learning-Based Trajectory Planning for Multi-
UAV Assisted Mobile Edge Computing
2021
333 DAL-21-0333 A Deep Learning Based Data-Driven Thruster Fault Diagnosis Approach for
Satellite Attitude Control System
2021
334 DAL-21-0334 CV-3DCNN: Complex-Valued Deep Learning for CSI Prediction in FDD Massive
MIMO Systems
2021
335 DAL-21-0335 UAV-Assisted Wireless Energy and Data Transfer With Deep Reinforcement
Learning
2021
336 DAL-21-0336 A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection
Without Segmentation
2021
337 DAL-21-0337 Mobile Traffic Classification Through Physical Control Channel Fingerprinting: A
Deep Learning Approach
2021
338 DAL-21-0338 An Edge Traffic Flow Detection Scheme Based on Deep Learning in an
Intelligent Transportation System
2021
339 DAL-21-0339 Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain
CT Images
2021

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2021 - 2022
340 DAL-21-0340 Urban Traffic Control in Software Defined Internet of Things via a Multi-Agent
Deep Reinforcement Learning Approach
2021
341 DAL-21-0341 Wind Turbine Planetary Gearbox Condition Monitoring Method Based on
Wireless Sensor and Deep Learning Approach
2021
342 DAL-21-0342 A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-
Grow Propagation and Deep Learning
2021
343 DAL-21-0343 Deep Learning-Enabled Sparse Industrial Crowdsensing and Prediction 2021
344 DAL-21-0344 Deep Reinforcement Learning-Based Dynamic Resource Management for
Mobile Edge Computing in Industrial Internet of Things
2021
345 DAL-21-0345 Traffic Flow Prediction Based on Deep Learning in Internet of Vehicles 2021
346 DAL-21-0346 An Improved Deep Learning Scheme for Solving 2-D and 3-D Inverse Scattering
Problems
2021
347 DAL-21-0347 Using Medical Imaging Effective Dose in Deep Learning Models: Estimation and
Evaluation
2021
348 DAL-21-0348 Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images
Using Unsupervised Deep Learning
2021
349 DAL-21-0349 Data-driven decision-making strategies for electricity retailers: A deep
reinforcement learning approach
2021
350 DAL-21-0350 Collaborative Intrusion Detection for VANETs: A Deep Learning-Based
Distributed SDN Approach
2021
351 DAL-21-0351 A Deep Learning-Based Mobile Crowdsensing Scheme by Predicting Vehicle
Mobility
2021
352 DAL-21-0352 IAB Topology Design: A Graph Embedding and Deep Reinforcement Learning
Approach
2021
353 DAL-21-0353 Enhancing PIR-Based Multi-Person Localization Through Combining Deep
Learning With Domain Knowledge
2021

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2021 - 2022
354 DAL-21-0354 A Highly Efficient Vehicle Taillight Detection Approach Based on Deep Learning 2021
355 DAL-21-0355 Anatomically Constrained Deep Learning for Automating Dental CBCT
Segmentation and Lesion Detection
2021
356 DAL-21-0356 Deep learning-based classification of the polar emotions of "moe"-style cartoon
pictures
2021
357 DAL-21-0357 Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells
Aware Grading of Glaucomatous Progression
2021
358 DAL-21-0358 Deep Learning-Based Inverse Scattering With Structural Similarity Loss
Functions
2021
359 DAL-21-0359 Application of Nonlinear Output Frequency Response Functions and Deep
Learning to RV Reducer Fault Diagnosis
2021
360 DAL-21-0360 Application and Construction of Deep Learning Networks in Medical Imaging 2021
361 DAL-21-0361 Energy-Efficient Resource Allocation for Blockchain-Enabled Industrial Internet
of Things With Deep Reinforcement Learning
2021
362 DAL-21-0362 Deep Residual Learning-Assisted Channel Estimation in Ambient Backscatter
Communications
2021
363 DAL-21-0363 The Deep Learning Compiler: A Comprehensive Survey 2021
364 DAL-21-0364 Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in SAGIN 2021
365 DAL-21-0365 Spherical-Patches Extraction for Deep-Learning-Based Critical Points Detection
in 3D Neuron Microscopy Images
2021
366 DAL-21-0366 Epileptic State Classification by Fusing Hand-Crafted and Deep Learning EEG
Features
2021
367 DAL-21-0367 Blockchain and Deep Reinforcement Learning Empowered Spatial
Crowdsourcing in Software-Defined Internet of Vehicles
2021

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2021 - 2022
368 DAL-21-0368 Step-Wise Deep Learning Models for Solving Routing Problems 2021
369 DAL-21-0369 Reconstructing Undersampled Photoacoustic Microscopy Images Using Deep
Learning
2021
370 DAL-21-0370 Deep Learning-Based Generic Automatic Surface Defect Inspection (ASDI) With
Pixelwise Segmentation
2021
371 DAL-21-0371 Experienced Deep Reinforcement Learning With Generative Adversarial
Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication
2021
372 DAL-21-0372 High-Performance Raman Distributed Temperature Sensing Powered by Deep
Learning
2021
373 DAL-21-0373 V2V: A Deep Learning Approach to Variable-to-Variable Selection and
Translation for Multivariate Time-Varying Data
2021
374 DAL-21-0374 Consensus Algorithms and Deep Reinforcement Learning in Energy Market: A
Review
2021
375 DAL-21-0375 An Efficient and Lightweight Predictive Channel Assignment Scheme for
Multiband B5G-Enabled Massive IoT: A Deep Learning Approach
2021
376 DAL-21-0376 A Supplementary Explanation for Experimental Environment of “Implementation
Methodologies of Deep Learning-Based Signal Detection for Conventional
MIMO Transmitters”
2021
377 DAL-21-0377 Angle Separation Learning for Coherent DOA Estimation With Deep Sparse
Prior
2021
378 DAL-21-0378 Measuring Domain Shift for Deep Learning in Histopathology 2021
379 DAL-21-0379 A Deep Learning Model With Capsules Embedded for High-Resolution Image
Classification
2021
380 DAL-21-0380 Quantify Co-Residency Risks in the Cloud Through Deep Learning 2021
381 DAL-21-0381 Deep Learning for Wireless Coded Caching With Unknown and Time-Variant
Content Popularity
2021

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2021 - 2022
382 DAL-21-0382 Secure Collaborative Deep Learning Against GAN Attacks in the Internet of
Things
2021
383 DAL-21-0383 DeepSeg: Deep-Learning-Based Activity Segmentation Framework for Activity
Recognition Using WiFi
2021
384 DAL-21-0384 Energy-Efficient Mode Selection and Resource Allocation for D2D-Enabled
Heterogeneous Networks: A Deep Reinforcement Learning Approach
2021
385 DAL-21-0385 Multilabel Deep Learning-Based Side-Channel Attack 2021
386 DAL-21-0386 DDLPF: A Practical Decentralized Deep Learning Paradigm for Internet-of-
Things Applications
2021
387 DAL-21-0387 ST-DeepHAR: Deep Learning Model for Human Activity Recognition in IoHT
Applications
2021
388 DAL-21-0388 A Deep Learning–Based Unsupervised Method to Impute Missing Values in
Patient Records for Improved Management of Cardiovascular Patients
2021
389 DAL-21-0389 A Multitier Deep Learning Model for Arrhythmia Detection 2021
390 DAL-21-0390 Deep Federated Q-Learning-Based Network Slicing for Industrial IoT 2021
391 DAL-21-0391 Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things
Networks
2021
392 DAL-21-0392 Deep Learning for Regular Change Detection in Ukrainian Forest Ecosystem
With Sentinel-2
2021
393 DAL-21-0393 SPEED: A Deep Learning Assisted Privacy-Preserved Framework for Intelligent
Transportation Systems
2021
394 DAL-21-0394 Towards Collaborative Robotics in Top View Surveillance: A Framework for
Multiple Object Tracking by Detection Using Deep Learning
2021
395 DAL-21-0395 Multilevel Recognition of UAV-to-Ground Targets Based on Micro-Doppler
Signatures and Transfer Learning of Deep Convolutional Neural Networks
2021

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2021 - 2022
396 DAL-21-0396 Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood
Cells in Malaria Diagnostic Smears
2021
397 DAL-21-0397 Model-Aware Deep Learning Method for Raman Amplification in Few-Mode
Fibers
2021
398 DAL-21-0398 Deep Reinforcement Learning for Joint Channel Selection and Power Control in
D2D Networks
2021
399 DAL-21-0399 Targeted Attention Attack on Deep Learning Models in Road Sign Recognition 2021
400 DAL-21-0400 Activities of Daily Living Recognition With Binary Environment Sensors Using
Deep Learning: A Comparative Study
2021
401 DAL-21-0401 Validation of Global Airport Spatial Locations From Open Databases Using
Deep Learning for Runway Detection
2021
402 DAL-21-0402 Score Prediction Algorithm Combining Deep Learning and Matrix Factorization
in Sensor Cloud Systems
2021
403 DAL-21-0403 Weakly Supervised Deep Learning-Based Optical Coherence Tomography
Angiography
2021
404 DAL-21-0404 Blockchain-Based Edge Computing Resource Allocation in IoT: A Deep
Reinforcement Learning Approach
2021
405 DAL-21-0405 Power Optimization in Device-to-Device Communications: A Deep
Reinforcement Learning Approach With Dynamic Reward
2021
406 DAL-21-0406 Combined Spiral Transformation and Model-Driven Multi-Modal Deep Learning
Scheme for Automatic Prediction of TP53 Mutation in Pancreatic Cancer
2021
407 DAL-21-0407 DeepWiPHY: Deep Learning-Based Receiver Design and Dataset for IEEE
802.11ax Systems
2021
408 DAL-21-0408 Channel and Carrier Frequency Offset Equalization for OFDM Based UAV
Communications Using Deep Learning
2021
409 DAL-21-0409 Joint Traffic Control and Multi-Channel Reassignment for Core Backbone
Network in SDN-IoT: A Multi-Agent Deep Reinforcement Learning Approach
2021

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2021 - 2022
410 DAL-21-0410 Deep Transfer Learning for Signal Detection in Ambient Backscatter
Communications
2021
411 DAL-21-0411 Canary: Decentralized Distributed Deep Learning Via Gradient Sketch and
Partition in Multi-Interface Networks
2021
412 DAL-21-0412 Situation-Aware Resource Allocation for Multi-Dimensional Intelligent Multiple
Access: A Proactive Deep Learning Framework
2021
413 DAL-21-0413 Solving Sparse Linear Inverse Problems in Communication Systems: A Deep
Learning Approach With Adaptive Depth
2021
414 DAL-21-0414 Deep Multi-Task Learning for Cooperative NOMA: System Design and
Principles
2021
415 DAL-21-0415 Attention-Weighted Federated Deep Reinforcement Learning for Device-to-
Device Assisted Heterogeneous Collaborative Edge Caching
2021
416 DAL-21-0416 Deep Reinforcement Learning for Demand Response in Distribution Networks 2021
417 DAL-21-0417 SMORE: A Self-Supervised Anti-Aliasing and Super-Resolution Algorithm for
MRI Using Deep Learning
2021
418 DAL-21-0418 Detecting Medical Misinformation on Social Media Using Multimodal Deep
Learning
2021
419 DAL-21-0419 Deep Learning-Based End-to-End Diagnosis System for Avascular Necrosis of
Femoral Head
2021
420 DAL-21-0420 Designing Unimodular Waveform(s) for MIMO Radar by Deep Learning Method 2021
421 DAL-21-0421 Super-Resolution Ultrasound Localization Microscopy Through Deep Learning 2021
422 DAL-21-0422 Contention Resolution in Wi-Fi 6-Enabled Internet of Things Based on Deep
Learning
2021
423 DAL-21-0423 Physics-Based Deep Learning for Fiber-Optic Communication Systems 2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
424 DAL-21-0424 Landweber Iterative Image Reconstruction Method Incorporated Deep Learning
for Electrical Resistance Tomography
2021
425 DAL-21-0425 Dynamic Service Function Chain Orchestration for NFV/MEC-Enabled IoT
Networks: A Deep Reinforcement Learning Approach
2021
426 DAL-21-0426 Using Deep-Learning Proximal Policy Optimization to Solve the Inverse
Kinematics of Endoscopic Instruments
2021
427 DAL-21-0427 2Deep: Enhancing Side-Channel Attacks on Lattice-Based Key-Exchange via 2-
D Deep Learning
2021
428 DAL-21-0428 Chaos-Based Space-Time Trellis Codes With Deep Learning Decoding 2021
429 DAL-21-0429 Particle Swarm Optimization on Deep Reinforcement Learning for Detecting
Social Spam Bots and Spam-Influential Users in Twitter Network
2021
430 DAL-21-0430 Sybil Attack Identification for Crowdsourced Navigation: A Self-Supervised Deep
Learning Approach
2021
431 DAL-21-0431 A Generative Adversarial Network Enabled Deep Distributional Reinforcement
Learning for Transmission Scheduling in Internet of Vehicles
2021
432 DAL-21-0432 STDP Based Unsupervised Multimodal Learning With Cross-Modal Processing
in Spiking Neural Networks
2021
433 DAL-21-0433 Finite-Time State Estimation for Delayed Neural Networks With Redundant
Delayed Channels
2021
434 DAL-21-0434 Predicting Emotionally Salient Regions Using Qualitative Agreement of Deep
Neural Network Regressors
2021
435 DAL-21-0435 Multiple ?-Type Stability of Cohen–Grossberg Neural Networks With Unbounded
Time-Varying Delays
2021
436 DAL-21-0436 Multipath Ensemble Convolutional Neural Network 2021
437 DAL-21-0437 A Bi-Hemisphere Domain Adversarial Neural Network Model for EEG Emotion
Recognition
2021

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2021 - 2022
438 DAL-21-0438 A Disturbance Rejection Framework for Finite-Time and Fixed-Time Stabilization
of Delayed Memristive Neural Networks
2021
439 DAL-21-0439 Optimal Computational Offloading and Content Caching in Wireless
Heterogeneous Mobile Edge Computing Systems With Hopfield Neural
Networks
2021
440 DAL-21-0440 Event-Triggered Sliding Mode Control of Switched Neural Networks With Mode-
Dependent Average Dwell Time
2021
441 DAL-21-0441 A Novel Quantum-Inspired Fuzzy Based Neural Network for Data Classification 2021
442 DAL-21-0442 Intelligent Leader-Following Consensus Formation Control Using Recurrent
Neural Networks for Small-Size Unmanned Helicopters
2021
443 DAL-21-0443 Graph Embedded Convolutional Neural Networks in Human Crowd Detection for
Drone Flight Safety
2021
444 DAL-21-0444 Weight-Adapted Convolution Neural Network for Facial Expression Recognition
in Human–Robot Interaction
2021
445 DAL-21-0445 Neural Network-Based Cooperative Identification for a Class of Unknown
Nonlinear Systems via Event-Triggered Communication
2021
446 DAL-21-0446 Sampled-Data-Based H8 Synchronization of Switched Coupled Neural Networks 2021
447 DAL-21-0447 Quasi-Synchronization of Delayed Memristive Neural Networks via a Hybrid
Impulsive Control
2021
448 DAL-21-0448 Robust Exponential Synchronization for Memristor Neural Networks With
Nonidentical Characteristics by Pinning Control
2021
449 DAL-21-0449 Memristive Quantized Neural Networks: A Novel Approach to Accelerate Deep
Learning On-Chip
2021
450 DAL-21-0450 Low-Energy Acceleration of Binarized Convolutional Neural Networks Using a
Spin Hall Effect Based Logic-in-Memory Architecture
2021
451 DAL-21-0451 A Rapid Spiking Neural Network Approach With an Application on Hand Gesture
Recognition
2021

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2021 - 2022
452 DAL-21-0452 Stable Adaptive Controller Based on Generalized Regression Neural Networks
and Sliding Mode Control for a Class of Nonlinear Time-Varying Systems
2021
453 DAL-21-0453 Parametric NCP-Based Recurrent Neural Network Model: A New Strategy to
Solve Fuzzy Nonconvex Optimization Problems
2021
454 DAL-21-0454 Finite-Time Synchronization for Switched Neural Networks via Quantized
Feedback Control
2021
455 DAL-21-0455 Finite-Time Synchronization of Memristor-Based Recurrent Neural Networks
With Inertial Items and Mixed Delays
2021
456 DAL-21-0456 Quantized Decentralized Adaptive Neural Network PI Tracking Control for
Uncertain Interconnected Nonlinear Systems With Dynamic Uncertainties
2021
457 DAL-21-0457 Two Hybrid Multiobjective Motion Planning Schemes Synthesized by Recurrent
Neural Networks for Wheeled Mobile Robot Manipulators
2021
458 DAL-21-0458 Synchronization of Nonidentical Neural Networks With Unknown Parameters
and Diffusion Effects via Robust Adaptive Control Techniques
2021
459 DAL-21-0459 Learning ADL Daily Routines with Spatiotemporal Neural Networks 2021
460 DAL-21-0460 Deep Convolutional and Recurrent Neural Networks for Cell Motility
Discrimination and Prediction
2021
461 DAL-21-0461 Training Deep Photonic Convolutional Neural Networks With Sinusoidal
Activations
2021
462 DAL-21-0462 Force Sensorless Admittance Control for Teleoperation of Uncertain Robot
Manipulator Using Neural Networks
2021
463 DAL-21-0463 Adaptive Neural Network Control Design for Uncertain Nonstrict Feedback
Nonlinear System With State Constraints
2021
464 DAL-21-0464 Adaptive Neural-Network Control of MIMO Nonaffine Nonlinear Systems With
Asymmetric Time-Varying State Constraints
2021
465 DAL-21-0465 Exponential Stability of Discrete-Time Neural Networks With Large Delay 2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
466 DAL-21-0466 Robust Stability of Recurrent Neural Networks With Time-Varying Delays and
Input Perturbation
2021
467 DAL-21-0467 A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks 2021
468 DAL-21-0468 Invisible Adversarial Attack against Deep Neural Networks: An Adaptive
Penalization Approach
2021
469 DAL-21-0469 An Improved Result on Sampled-Data Synchronization of Markov Jump Delayed
Neural Networks
2021
470 DAL-21-0470 Finite-Time Synchronization of Memristive Neural Networks With Fractional-
Order
2021
471 DAL-21-0471 Reachable Set Estimation for Discrete-Time Markovian Jump Neural Networks
With Generally Incomplete Transition Probabilities
2021
472 DAL-21-0472 High-Risk Prediction of Cardiovascular Diseases via Attention-Based Deep
Neural Networks
2021
473 DAL-21-0473 Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text
with Arbitrary Shapes
2021
474 DAL-21-0474 Neural Networks-Based Fault Tolerant Control of a Robot via Fast Terminal
Sliding Mode
2021
475 DAL-21-0475 Combining Recurrent Neural Networks and Adversarial Training for Human
Motion Synthesis and Control
2021
476 DAL-21-0476 Quasisynchronization of Discrete-Time Inertial Neural Networks With Parameter
Mismatches and Delays
2021
477 DAL-21-0477 Anti-Synchronization of Delayed State-Based Switched Inertial Neural Networks 2021
478 DAL-21-0478 MEMC-Net: Motion Estimation and Motion Compensation Driven Neural
Network for Video Interpolation and Enhancement
2021
479 DAL-21-0479 Idle Duration Prediction for Manufacturing System Using a Gaussian Mixture
Model Integrated Neural Network for Energy Efficiency Improvement
2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
480 DAL-21-0480 Adaptive Neural Network-Based Finite-Time Online Optimal Tracking Control of
the Nonlinear System With Dead Zone
2021
481 DAL-21-0481 Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks 2021
482 DAL-21-0482 High-Dimensional Dense Residual Convolutional Neural Network for Light Field
Reconstruction
2021
483 DAL-21-0483 Quasi-Synchronization for Periodic Neural Networks With Asynchronous Target
and Constrained Information
2021
484 DAL-21-0484 A Noise-Enduring and Finite-Time Zeroing Neural Network for Equality-
Constrained Time-Varying Nonlinear Optimization
2021
485 DAL-21-0485 Adaptive Neural Network-Based Finite-Time Tracking Control for Nonstrict
Nonaffined MIMO Nonlinear Systems
2021
486 DAL-21-0486 Joint Inference for Aspect-Level Sentiment Analysis by Deep Neural Networks
and Linguistic Hints
2021
487 DAL-21-0487 GraphInception: Convolutional Neural Networks for Collective Classification in
Heterogeneous Information Networks
2021
488 DAL-21-0488 Orthogonal Deep Neural Networks 2021
489 DAL-21-0489 Global Exponential Stability and Synchronization for Novel Complex-Valued
Neural Networks With Proportional Delays and Inhibitory Factors
2021
490 DAL-21-0490 Knowledge Base Reasoning with Convolutional-Based Recurrent Neural
Networks
2021
491 DAL-21-0491 Exponential Stabilization of Inertial Memristive Neural Networks With Multiple
Time Delays
2021
492 DAL-21-0492 Multistability for Almost-Periodic Solutions of Takagi–Sugeno Fuzzy Neural
Networks With Nonmonotonic Discontinuous Activation Functions and Time-
Varying Delays
2021
493 DAL-21-0493 A Fuzzy Authentication System Based on Neural Network Learning and Extreme
Value Statistics
2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
494 DAL-21-0494 An Effective Multiresolution Hierarchical Granular Representation Based
Classifier Using General Fuzzy Min-Max Neural Network
2021
495 DAL-21-0495 Fast Depth Prediction and Obstacle Avoidance on a Monocular Drone Using
Probabilistic Convolutional Neural Network
2021
496 DAL-21-0496 Real-Time Object Detection for AUVs Using Self-Cascaded Convolutional
Neural Networks
2021
497 DAL-21-0497 Finite-Time and Fixed-Time Synchronization of Coupled Memristive Neural
Networks With Time Delay
2021
498 DAL-21-0498 A Lightweight Neural Network for Monocular View Generation With Occlusion
Handling
2021
499 DAL-21-0499 Deep Neural Network Based Inertial Odometry Using Low-Cost Inertial
Measurement Units
2021
500 DAL-21-0500 Multiobjective Mission Route Planning Problem: A Neural Network-Based
Forecasting Model for Mission Planning
2021
501 DAL-21-0501 Distributed Heuristic Adaptive Neural Networks With Variance Reduction in
Switching Graphs
2021
502 DAL-21-0502 A Unified Framework Design for Finite-Time and Fixed-Time Synchronization of
Discontinuous Neural Networks
2021
503 DAL-21-0503 Finite-Time Dissipative Synchronization for Markovian Jump Generalized Inertial
Neural Networks With Reaction–Diffusion Terms
2021
504 DAL-21-0504 Interactive Simulation of Scattering Effects in Participating Media Using a Neural
Network Model
2021
505 DAL-21-0505 A Parallel Architecture of Age Adversarial Convolutional Neural Network for
Cross-Age Face Recognition
2021
506 DAL-21-0506 Prediction Intervals for Granular Data Streams Based on Evolving Type-2 Fuzzy
Granular Neural Network Dynamic Ensemble
2021
507 DAL-21-0507 Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction 2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
508 DAL-21-0508 A Deep Neural Network With Multiplex Interactions for Cold-Start Service
Recommendation
2021
509 DAL-21-0509 Steepest Descent Laplacian Regression Based Neural Network Approach for
Optimal Operation of Grid Supportive Solar PV Generation
2021
510 DAL-21-0510 Development of Spatiotemporal Recurrent Neural Network for Modeling of
Spatiotemporal Processes
2021
511 DAL-21-0511 BlockQNN: Efficient Block-Wise Neural Network Architecture Generation 2021
512 DAL-21-0512 Automatic Detection of Subsidence Troughs in SAR Interferograms Based on
Convolutional Neural Networks
2021
513 DAL-21-0513 Analyzing the Noise Robustness of Deep Neural Networks 2021
514 DAL-21-0514 Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural
Network
2021
515 DAL-21-0515 Railway Traffic Object Detection Using Differential Feature Fusion Convolution
Neural Network
2021
516 DAL-21-0516 On the Use of Tiny Convolutional Neural Networks for Human-Expert-Level
Classification Performance in Sonar Imagery
2021
517 DAL-21-0517 Dynamic Neural Networks for Motion-Force Control of Redundant Manipulators:
An Optimization Perspective
2021
518 DAL-21-0518 Predicting Short-Term Traffic Speed Using a Deep Neural Network to
Accommodate Citywide Spatio-Temporal Correlations
2021
519 DAL-21-0519 Almost Periodicity in Impulsive Fractional-Order Reaction–Diffusion Neural
Networks With Time-Varying Delays
2021
520 DAL-21-0520 Understanding Convolutional Neural Networks With Information Theory: An
Initial Exploration
2021
521 DAL-21-0521 Multilayer Feature Fusion With Weight Adjustment Based on a Convolutional
Neural Network for Remote Sensing Scene Classification
2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
522 DAL-21-0522 Broad Forest: A Non-Neural Network Style Broad Model for Streaming Video
QoE Evaluation
2021
523 DAL-21-0523 Daily Traffic Flow Forecasting Through a Contextual Convolutional Recurrent
Neural Network Modeling Inter- and Intra-Day Traffic Patterns
2021
524 DAL-21-0524 ChannelNets: Compact and Efficient Convolutional Neural Networks via
Channel- Wise Convolutions
2021
525 DAL-21-0525 Sketch Augmentation-Driven Shape Retrieval Learning Framework Based on
Convolutional Neural Networks
2021
526 DAL-21-0526 Adaptive Neural Network Fixed-Time Leader–Follower Consensus for
Multiagent Systems With Constraints and Disturbances
2021
527 DAL-21-0527 A Bayesian Approach to Recurrence in Neural Networks 2021
528 DAL-21-0528 Synchronization in Multiple Neural Networks With Delay and Disconnected
Switching Topology via Event-Triggered Impulsive Control Strategy
2021
529 DAL-21-0529 A Novel Convolutional Neural Network Based on Time–Frequency Spectrogram
of Arc Sound and Its Application on GTAW Penetration Classification
2021
530 DAL-21-0530 Video Compressed Sensing Using a Convolutional Neural Network 2021
531 DAL-21-0531 A Neural Network-Based Joint Prognostic Model for Data Fusion and Remaining
Useful Life Prediction
2021
532 DAL-21-0532 Attention Recurrent Neural Network-Based Severity Estimation Method for
Interturn Short-Circuit Fault in Permanent Magnet Synchronous Machines
2021
533 DAL-21-0533 Design and Application of an Adaptive Fuzzy Control Strategy to Zeroing Neural
Network for Solving Time-Variant QP Problem
2021
534 DAL-21-0534 Predicting Citywide Road Traffic Flow Using Deep Spatiotemporal Neural
Networks
2021
535 DAL-21-0535 TTH-RNN: Tensor-Train Hierarchical Recurrent Neural Network for Video
Summarization
2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
536 DAL-21-0536 PermCNN: Energy-Efficient Convolutional Neural Network Hardware
Architecture With Permuted Diagonal Structure
2021
537 DAL-21-0537 Neural-Network-Based Sliding-Mode Control of an Uncertain Robot Using
Dynamic Model Approximated Switching Gain
2021
538 DAL-21-0538 Global Exponential Synchronization of Coupled Delayed Memristive Neural
Networks With Reaction–Diffusion Terms via Distributed Pinning Controls
2021
539 DAL-21-0539 Multistability of Fractional-Order Neural Networks With Unbounded Time-
Varying Delays
2021
540 DAL-21-0540 Multiple and Complete Stability of Recurrent Neural Networks With Sinusoidal
Activation Function
2021
541 DAL-21-0541 Human Detection Based on Time-Varying Signature on Range-Doppler Diagram
Using Deep Neural Networks
2021
542 DAL-21-0542 A Comprehensive Survey on Graph Neural Networks 2021
543 DAL-21-0543 Extended Robust Exponential Stability of Fuzzy Switched Memristive Inertial
Neural Networks With Time-Varying Delays on Mode-Dependent Destabilizing
Impulsive Control Protocol
2021
544 DAL-21-0544 Evolving Deep Neural Networks via Cooperative Coevolution With
Backpropagation
2021
545 DAL-21-0545 FFCNN: A Deep Neural Network for Surface Defect Detection of Magnetic Tile 2021
546 DAL-21-0546 Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal
Solutions via Unsupervised Neural Networks
2021
547 DAL-21-0547 Automatic Discontinuity Classification of Wind-turbine Blades Using A-scan-
based Convolutional Neural Network
2021
548 DAL-21-0548 Quaternion-Valued Twin-Multistate Hopfield Neural Networks With Dual
Connections
2021
549 DAL-21-0549 Seismic Interference Noise Attenuation by Convolutional Neural Network Based
on Training Data Generation
2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
550 DAL-21-0550 Finite-Time Consensus Tracking Neural Network FTC of Multi-Agent Systems 2021
551 DAL-21-0551 A Novel Learning Algorithm to Optimize Deep Neural Networks: Evolved
Gradient Direction Optimizer (EVGO)
2021
552 DAL-21-0552 Random Sketching for Neural Networks With ReLU 2021
553 DAL-21-0553 Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural
Networks
2021
554 DAL-21-0554 Nonseparation Method-Based Finite/Fixed-Time Synchronization of Fully
Complex-Valued Discontinuous Neural Networks
2021
555 DAL-21-0555 Dissipativity Analysis for Neural Networks With Time-Varying Delays via a
Delay- Product-Type Lyapunov Functional Approach
2021
556 DAL-21-0556 A Learning Framework for n-Bit Quantized Neural Networks Toward FPGAs 2021
557 DAL-21-0557 Neural Learning-Based Fixed-Time Consensus Tracking Control for Nonlinear
Multiagent Systems With Directed Communication Networks
2021
558 DAL-21-0558 Quaternion Projection Rule for Rotor Hopfield Neural Networks 2021
559 DAL-21-0559 Nondestructive Defect Detection in Castings by Using Spatial Attention Bilinear
Convolutional Neural Network
2021
560 DAL-21-0560 Fuzzy Adaptive Event-Triggered Sampled-Data Control for Stabilization of T–S
Fuzzy Memristive Neural Networks With Reaction–Diffusion Terms
2021
561 DAL-21-0561 RefineDet++: Single-Shot Refinement Neural Network for Object Detection 2021
562 DAL-21-0562 Fast Algorithms for Quaternion-Valued Convolutional Neural Networks 2021
563 DAL-21-0563 Enhancing Function Approximation Abilities of Neural Networks by Training
Derivatives
2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
564 DAL-21-0564 Neural Network Adaptive Tracking Control of Uncertain MIMO Nonlinear
Systems With Output Constraints and Event-Triggered Inputs
2021
565 DAL-21-0565 Recurrent Neural Network for Nonconvex Economic Emission Dispatch 2021
566 DAL-21-0566 Power and Frequency Regulation of Synchronverters Using a Model Free
Neural Network-Based Predictive Controller
2021
567 DAL-21-0567 A Deep Graph Neural Network-Based Mechanism for Social Recommendations 2021
568 DAL-21-0568 Event-Triggered Stabilization for Takagi–Sugeno Fuzzy Complex-Valued
Memristive Neural Networks With Mixed Time-Varying Delays
2021
569 DAL-21-0569 Lightweight Two-Stream Convolutional Neural Network for SAR Target
Recognition
2021
570 DAL-21-0570 A Neural Network Based Method for Thermal Fault Detection in Lithium-Ion
Batteries
2021
571 DAL-21-0571 Evaluations on Deep Neural Networks Training Using Posit Number System 2021
572 DAL-21-0572 On µ-Pseudo Almost Periodic Solutions for Clifford-Valued Neutral Type Neural
Networks With Delays in the Leakage Term
2021
573 DAL-21-0573 Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays
and Control Disturbance
2021
574 DAL-21-0574 Modularized Morphing of Deep Convolutional Neural Networks: A Graph
Approach
2021
575 DAL-21-0575 Synchronization for Quantized Semi-Markov Switching Neural Networks in a
Finite Time
2021
576 DAL-21-0576 Correlated Parameters to Accurately Measure Uncertainty in Deep Neural
Networks
2021
577 DAL-21-0577 Shadow-Cuts Minimization/Maximization and Complex Hopfield Neural
Networks
2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
578 DAL-21-0578 Observer-Based Adaptive Neural Networks Control for Large-Scale
Interconnected Systems With Nonconstant Control Gains
2021
579 DAL-21-0579 Mutual-Collision-Avoidance Scheme Synthesized by Neural Networks for Dual
Redundant Robot Manipulators Executing Cooperative Tasks
2021
580 DAL-21-0580 A Reduced Architecture for ReRAM-Based Neural Network Accelerator and Its
Software Stack
2021
581 DAL-21-0581 Energy-to-Peak State Estimation for Switched Neutral-Type Neural Networks
With Sector Condition via Sampled-Data Information
2021
582 DAL-21-0582 Comprehensive Analysis of a New Varying Parameter Zeroing Neural Network
for Time Varying Matrix Inversion
2021
583 DAL-21-0583 ITT-RNA: Imperfection Tolerable Training for RRAM-Crossbar-Based Deep
Neural-Network Accelerator
2021
584 DAL-21-0584 Bipartite Synchronization of Multiple Memristor-Based Neural Networks With
Antagonistic Interactions
2021
585 DAL-21-0585 Neural Network Estimation of Eardrum Temperature Using Multiple Sensors
Integrated on a Wristwatch-Sized Device
2021
586 DAL-21-0586 Deep Convolutional Neural Networks and Transfer Learning for Measuring
Cognitive Impairment Using Eye-Tracking in a Distributed Tablet-Based
Environment
2021
587 DAL-21-0587 Adaptive-Neural-Network-Based Trajectory Tracking Control for a Nonholonomic
Wheeled Mobile Robot With Velocity Constraints
2021
588 DAL-21-0588 MD-Recon-Net: A Parallel Dual-Domain Convolutional Neural Network for
Compressed Sensing MRI
2021
589 DAL-21-0589 Wavelet Kernel-Based Convolutional Neural Network for Localization of Partial
Discharge Sources Within a Power Apparatus
2021
590 DAL-21-0590 Convolutional Neural Networks and Transfer Learning for Quality Inspection of
Different Sugarcane Varieties
2021
591 DAL-21-0591 Efficient Computation Reduction in Bayesian Neural Networks Through Feature
Decomposition and Memorization
2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
592 DAL-21-0592 Layerwise Buffer Voltage Scaling for Energy-Efficient Convolutional Neural
Network
2021
593 DAL-21-0593 Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology 2021
594 DAL-21-0594 Local–Global Memory Neural Network for Medication Prediction 2021
595 DAL-21-0595 A Novel Supertwisting Zeroing Neural Network With Application to Mobile Robot
Manipulators
2021
596 DAL-21-0596 Feature Selection Using a Neural Network With Group Lasso Regularization and
Controlled Redundancy
2021
597 DAL-21-0597 Lightweight Attention Convolutional Neural Network for Retinal Vessel Image
Segmentation
2021
598 DAL-21-0598 Reachable Set Estimation for Neural Network Control Systems: A Simulation-
Guided Approach
2021
599 DAL-21-0599 Unsupervised Land Cover Classification of Hybrid and Dual-Polarized Images
Using Deep Convolutional Neural Network
2021
600 DAL-21-0600 Neural-Network-Based Adaptive Event-Triggered Consensus Control of
Nonstrict-Feedback Nonlinear Systems
2021
601 DAL-21-0601 Visual-Guided Robotic Object Grasping Using Dual Neural Network Controllers 2021
602 DAL-21-0602 Outlier-Resistant Remote State Estimation for Recurrent Neural Networks With
Mixed Time-Delays
2021
603 DAL-21-0603 H8 Performance State Estimation for Static Neural Networks With Time-Varying
Delays via Two Improved Inequalities
2021
604 DAL-21-0604 Practical Attacks on Deep Neural Networks by Memory Trojaning 2021
605 DAL-21-0605 Super-Resolution of VIIRS-Measured Ocean Color Products Using Deep
Convolutional Neural Network
2021

Off: 0416-3552723 Mo: +91 9500218218 / +91 8220150373
2021 - 2022
606 DAL-21-0606 Self-Supervised Dynamic CT Perfusion Image Denoising With Deep Neural
Networks
2021
607 DAL-21-0607 Embedded Identification of Surface Based on Multirate Sensor Fusion With
Deep Neural Network
2021
608 DAL-21-0608 Gradient Shielding: Towards Understanding Vulnerability of Deep Neural
Networks
2021
609 DAL-21-0609 A Spatiotemporal Neural Network Modeling Method for Nonlinear Distributed
Parameter Systems
2021
610 DAL-21-0610 A Novel Visual Measurement Framework for Land Vehicle Positioning Based on
Multimodule Cascaded Deep Neural Network
2021
611 DAL-21-0611 Generalized Dissipativity State Estimation of Delayed Static Neural Networks
Based on a Proportional-Integral Estimator With Exponential Gain Term
2021
612 DAL-21-0612 Master–Slave Synchronization of Delayed Neural Networks With Time-Varying
Control
2021
613 DAL-21-0613 Mittag–Leffler Synchronization of Delayed Fractional Memristor Neural Networks
via Adaptive Control
2021

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