Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, +1

Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning +12

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár, +1

Object Instance SegmentationScene AnalysisMachine VisionImage AnalysisMachine Learning +11

Feature Pyramid Networks for Object Detection

Tsung-Yi Lin, Piotr Dollár, Ross Girshick, +3

Feature Pyramid NetworksConvolutional Neural NetworkImage AnalysisMachine VisionMachine Learning +12

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick, +2

Image ClassificationConvolutional Neural NetworkImage AnalysisMachine VisionMachine Learning +13

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

Kaiming He, Xiangyu Zhang, Shaoqing Ren, +1

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersImagenet Classification +16

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick, +1

arXiv (Cornell University)

Region ProposalScene AnalysisImage AnalysisMachine LearningMachine Vision +13

Aggregated Residual Transformations for Deep Neural Networks

Saining Xie, Ross Girshick, Piotr Dollár, +2

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersImage Classification +14

Momentum Contrast for Unsupervised Visual Representation Learning

Kaiming He, Haoqi Fan, Yuxin Wu, +2

Convolutional Neural NetworkImage AnalysisMachine LearningData ScienceMachine Vision +12

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Convolutional Neural NetworkEngineeringMachine LearningObject CategorizationSpatial Pyramid Pooling +17