Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

Sijie Yan, Yuanjun Xiong, Dahua Lin

Proceedings of the AAAI Conference on Artificial Intelligence

Human Body SkeletonsGeometric LearningEngineeringMachine LearningHuman Pose Estimation +18

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Zhirong Wu, Yuanjun Xiong, Stella X. Yu, +1

Few-shot LearningNeural Net ClassifiersMultiple Instance LearningEngineeringMachine Learning +16

Libra R-CNN: Towards Balanced Learning for Object Detection

Jiangmiao Pang, Kai Chen, Jianping Shi, +3

Model ArchitecturesConvolutional Neural NetworkMachine VisionMachine LearningImage Analysis +11

Learning a Unified Classifier Incrementally via Rebalancing

Saihui Hou, Xinyu Pan, Chen Change Loy, +2

Artificial IntelligenceIncremental LearningEngineeringMachine LearningCatastrophic Forgetting +15

Temporal Action Detection with Structured Segment Networks

Yue Zhao, Yuanjun Xiong, Limin Wang, +3

Structured Temporal PyramidEngineeringMachine LearningVideo SummarizationVideo Retrieval +14

Temporal Segment Networks for Action Recognition in Videos

Limin Wang, Yuanjun Xiong, Zhe Wang, +4

IEEE Transactions on Pattern Analysis and Machine Intelligence

Temporal Segment NetworkEngineeringMachine LearningFlexible Video-level FrameworkVideo Retrieval +15

CARAFE: Content-Aware ReAssembly of FEatures

Jiaqi Wang, Kai Chen, Rui Xu, +3

Convolutional Neural NetworkEngineeringMachine LearningImage AnalysisInformation Retrieval +18

MMDetection: Open MMLab Detection Toolbox and Benchmark

Kai Chen, Jiaqi Wang, Jiangmiao Pang, +22

arXiv (Cornell University)

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningMeasurement +20

Revisiting Skeleton-based Action Recognition

Haodong Duan, Yue Zhao, Kai Chen, +2

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Human SkeletonEngineeringMachine LearningPose Estimation NoisesHuman Pose Estimation +21

Region Proposal by Guided Anchoring

Jiaqi Wang, Kai Chen, Shuo Yang, +2

Convolutional Neural NetworkEngineeringMachine LearningField RoboticsComputer-aided Design +19