Learning Spatiotemporal Features with 3D Convolutional Networks

Du Tran, Lubomir Bourdev, Rob Fergus, +2

Convolutional Neural NetworkImage AnalysisMachine VisionMachine LearningData Science +12

A Closer Look at Spatiotemporal Convolutions for Action Recognition

Du Tran, Heng Wang, Lorenzo Torresani, +3

EngineeringMachine LearningConvolutional FiltersVideo RetrievalVideo Interpretation +15

Video Classification With Channel-Separated Convolutional Networks

Du Tran, Heng Wang, Matt Feiszli, +1

Image ClassificationConvolutional Neural NetworkMachine VisionImage AnalysisData Science +12

What Makes Training Multi-Modal Classification Networks Hard?

Wei‐Yao Wang, Du Tran, Matt Feiszli

Machine VisionMachine LearningData ScienceEngineeringPattern Recognition +12

C3D: Generic Features for Video Analysis.

Du Tran, Lubomir Bourdev, Rob Fergus, +2

EngineeringMachine LearningVideo ProcessingVideo RetrievalVideo Interpretation +16

ConvNet Architecture Search for Spatiotemporal Feature Learning

Du Tran, Jamie Ray, Zheng Shou, +2

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningVideo InterpretationImage Analysis +14

Detect-and-Track: Efficient Pose Estimation in Videos

Rohit Girdhar, Georgia Gkioxari, Lorenzo Torresani, +2

EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationBiometrics +15

Self-Supervised Learning by Cross-Modal Audio-Video Clustering

Humam Alwassel, Dhruv Mahajan, Bruno Korbar, +3

arXiv (Cornell University)

Machine VisionMachine LearningData ScienceImage AnalysisPattern Recognition +13

A Closer Look at Spatiotemporal Convolutions for Action Recognition

Du Tran, Heng Wang, Lorenzo Torresani, +3

arXiv (Cornell University)

EngineeringMachine LearningConvolutional FiltersVideo RetrievalVideo Interpretation +17

Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization

Bruno Korbar, Du Tran, Lorenzo Torresani

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningVideo RetrievalNatural Correlation +18