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1. Instance-sensitive Fully Convolutional Networks,
Jifeng Dai, Kaiming He, Yi Li, Shaoqing Ren, Jian Sun .
The 14th European Conference on Computer Vision (ECCV), 2016
2. Identity Mappings in Deep Residual Networks,
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun .
The 14th European Conference on Computer Vision (ECCV), 2016
3. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks,
Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun .
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 (accepted)
Matlab Code / Python Code / Bibtex
4. Face Alignment via Regressing Local Binary Features ,
Shaoqing Ren, Xudong Cao, Yichen Wei, Jian Sun.
IEEE transactions on image processing (TIP), 2016
5. Deep Residual Learning for Image Recognition,
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun .
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 (Oral), CVPR Best Paper
ILSVRC 2015 & COCO 2015 - we won the 1st places in ImageNet classification, ImageNet detection, ImageNet localization, COCO detection, and COCO segmentation with ResNet and Faster R-CNN!
6. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks,
Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun .
Conference on Neural Information Processing Systems (NIPS), 2015
Paper / Matlab Code / Python Code / Bibtex
7. Object Detection Networks on Convolutional Feature Maps,
Shaoqing Ren, Kaiming He, Ross Girshick, Xiangyu Zhang, Jian Sun .
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 (accepted)
8. Global Refinement of Random Forest,
Shaoqing Ren, Xudong Cao, Yichen Wei, Jian Sun.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
9. Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification,
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun .
IEEE International Conference on Computer Vision (ICCV), 2015
4.94% top-5 error on ImageNet, the first to surpass human-level performance (5.1%).
10. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition,
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun .
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015 (accepted)
11. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition,
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun .
The 13th European Conference on Computer Vision (ECCV), 2014
Paper / arXiv / Slides / Poster / Project / Code / Bibtex
ILSVRC 2014 - We rank 2nd in detection, 3rd in classification, and 5th in localization among 38 teams.
12. Joint Cascade Face Detection and Alignment,
Dong Chen, Shaoqing Ren, Yichen Wei, Xudong Cao, Jian Sun.
The 13th European Conference on Computer Vision (ECCV), 2014
13. Face Alignment at 3000 FPS via Regressing Local Binary Features ,
Shaoqing Ren, Xudong Cao, Yichen Wei, Jian Sun.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014 (Oral)