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CVPR ICCV
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
27







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
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-
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
2018 CVPR
Oxford Robotcar Dataset








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
(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
P. Agrawal, J. Carreira, and J. Malik. Learning to see by moving





GoPro










2018 CVPR








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
•
• OK
•

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落合式でCVPR・ICCVを読んでまとめてみた

  • 2.
  • 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 27
 
 
 
 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