youngxiao / DeepLearning-Papers

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DeepLearning-Papers

1. For classfication

2. For object detection

  • Mask R-CNN. Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick. IEEE International Conference on Computer Vision (ICCV), 2017. -- Marr Prize at ICCV 2017
  • YOLO v3.
  • RetinaNet. Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, and Piotr Dollár. IEEE International Conference on Computer Vision (ICCV), 2017. -- Best Student Paper Award at ICCV 2017
  • Faster R-CNN Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun. Conference on Neural Information Processing Systems (NIPS), 2015.
  • Fast R-CNN. Ross Girshick. IEEE International Conference on Computer Vision (ICCV), 2015.
  • YOLO v2.
  • YOLO v1.
  • RPN
  • R-FCN. Jifeng Dai, Yi Li, Kaiming He, and Jian Sun. Conference on Neural Information Processing Systems (NIPS), 2016.

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