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Object Detection

2018

No. Figure Title Authors Pub. Links
2 Human-Object-Interactions Detecting and Recognizing Human-Object Interactions Georgia Gkioxari, Ross Girshick, Piotr Dollar, Kaiming He CVPR 2018 (Spotlight) paper github
1 DA-Faster-R-CNN Domain Adaptive Faster R-CNN for Object Detection in the Wild Yuhua Chen, Wen Li, Christos Sakaridis, Dengxin Dai, Luc Van Gool CVPR 2018 paper github

2017

No. Figure Title Authors Pub. Links
5 R-FCN-3000 R-FCN-3000 at 30fps: Decoupling Detection and Classification Bharat Singh, Hengdou Li, Abhishek Sharma and Larry S. Davis Tech Report paper
4 MIDN Multiple Instance Detection Network with Online Instance Classifier Refinement Peng Tang, Xinggang Wang, Xiang Bai, Wenyu Liu CVPR 2017 paper
3 A-Fast-R-CNN A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection Xiaolong Wang, Abhinav Shrivastava, Abhinav Gupta CVPR 2017 paper github ⭐
2 Mask-R-CNN Mask R-CNN Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick ICCV 2017 (Best Paper) paper ⭐ github
1 FPN Feature Pyramid Networks for Object Detection Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie CVPR 2017 paper github

2016

No. Figure Title Authors Pub. Links
4 SSD SSD: Single Shot MultiBox Detector Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, Alexander C. Berg ECCV 2016 paper github ⭐
3 YOLO You Only Look Once: Unified, Real_Time Object Detection Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi CVPR 2016 paper project page ⭐
2 Region-FCN R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai, Yi Li, Kaiming He, Jian Sun NIPS 2016 paper github
1 MNC Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai, Kaiming He, Jian Sun CVPR 2016 paper github ⭐

2015

No. Figure Title Authors Pub. Links
4 CFM Convolutional Feature Masking for Joint Object and Stuff Segmentation Jifeng Dai, Kaiming He, Jian Sun CVPR 2015 paper
3 Faster-R-CNN Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun NIPS 2015 paper matlab python pytorch ⭐
2 Fast-R-CNN Fast R-CNN Ross Girshick ICCV 2015 paper github ⭐
1 R-CNN Rich feature hierarchies for accurate object detection and semantic segmentation Ross Girshick, Jeff Donahue, Trevor Darrell, Jitendra Malik CVPR 2014 paper github ⭐