3. GAN GAN
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and
Y. Bengio. Generative adversarial nets. In Advances in Neural Information Processing Systems
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WIDER FACE
(1)GAN End To End Network
(2)
10x10
2018 CVPR
Finding Tiny Faces in the Wild
with Generative Adversarial Network
Yancheng Bai, Yongqiang Zhang, Mingli Ding,
Bernard Ghanem
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Bai_Finding_Tiny_Faces_CVPR_2018_paper.pdf
4. YOLO
J. Redmon, S. Divvala, R. Girshick, and A. Farhadi. You only look once: Unified, real-time
object detection. In Proceedings of the IEEE Conference on Computer Vision and Pattern
Recognition
VOC2007, 2012 YOLO SSD
(1) (
(2)deconvolution
Manual Engeneering
SSD YOLO
2017 ICCV
DeNet: Scalable Real-time Object Detection
with Directed Sparse Sampling
Lachlan Tychsen-Smith, Lars Petersson
http://openaccess.thecvf.com/content_ICCV_2017/papers/
Tychsen-Smith_DeNet_Scalable_Real-
5. SLAM
J. Engel, T. Schops, and D. Cremers. LSD-SLAM: Largescale direct monocular SLAM. In
Proceedings of European Conference on Computer Vision (ECCV), 2014.
Oxford RobotCar Dataset
(1)
(2)
PoseNet
(
2018 CVPR
Geometry-Aware Learning of Maps
for Camera Localization
Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim,
James Hays, Jan Kautz
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Brahmbhatt_Geometry-Aware_Learning_of_CVPR_2018_paper.pdf
7.
VQA: Visual Question Answering
(1)
(2)
(3)
VizWiz (
2018 CVPR
VizWiz Grand Challenge:
Answering Visual Questions from Blind People
Danna Gurari, Qing Li, Abigale J. Stangl, Anhong Guo,
Chi Lin, Kristen Grauman, Jiebo Luo, and Jeffrey P.
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Gurari_VizWiz_Grand_Challenge_CVPR_2018_paper.pdf
8. (1)LSTM
(2)
2018 CVPR
Who Let The Dogs Out?
Modeling Dog Behavior From Visual Data
Kiana Ehsani, Hessam Bagherinezhad, Joseph Redmon
Roozbeh Mottaghi, Ali Farhadi
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Ehsani_Who_Let_the_CVPR_2018_paper.pdf
9. P. Agrawal, J. Carreira, and J. Malik. Learning to see by moving
GoPro
2018 CVPR
10. ChaLearn IsoGD NVIDIA
A. Karpathy, G. Toderici, S. Shetty, T. Leung, R. Sukthankar, and L. Fei-Fei. Large-scale video
classification with convolutional neural networks
(1)
(2)RGB
accuracy
(FOANet)
2018 CVPR
Gesture Recognition: Focus on the Hands
Pradyumna Narayana, J. Ross Beveridge, Bruce A. Draper
http://openaccess.thecvf.com/content_cvpr_2018/papers/
Narayana_Gesture_Recognition_Focus_CVPR_2018_paper.pdf