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

Is Space-Time Attention All You Need for Video Understanding?

Gedas Bertasius, Heng Wang, Lorenzo Torresani

arXiv (Cornell University)

Space-time Attention AllEngineeringMachine LearningTemporal AttentionVideo Processing +18

Video Classification With Channel-Separated Convolutional Networks

Du Tran, Heng Wang, Matt Feiszli, +1

Image ClassificationConvolutional Neural NetworkMachine VisionImage AnalysisData Science +12

DeepEdge: A multi-scale bifurcated deep network for top-down contour detection

Gedas Bertasius, Jianbo Shi, Lorenzo Torresani

Convolutional Neural NetworkImage AnalysisMachine VisionMedical ImagingFeature Detection +12

Ego4D: Around the World in 3,000 Hours of Egocentric Video

Kristen Grauman, Andrew Westbury, Eugene H. Byrne, +81

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

EngineeringVideo ProcessingEgocentric VideoVideo InterpretationVisual Surveillance +15

Nonrigid Structure-from-Motion: Estimating Shape and Motion with Hierarchical Priors

Lorenzo Torresani, Aaron Hertzmann, Christoph Bregler

IEEE Transactions on Pattern Analysis and Machine Intelligence

Point TracksEngineering3D Pose EstimationBiometricsHierarchical Priors +16

Deep Learning for Classification of Colorectal Polyps on Whole-slide Images

Bruno Korbar, Andrea M. Olofson, Allen P. Miraflor, +5

Journal of Pathology Informatics

C3D: Generic Features for Video Analysis.

Du Tran, Lubomir Bourdev, Rob Fergus, +2

EngineeringMachine LearningVideo ProcessingVideo RetrievalVideo Interpretation +16

Listen to Look: Action Recognition by Previewing Audio

Ruohan Gao, Tae-Hyun Oh, Kristen Grauman, +1

EngineeringMachine LearningAction Recognition (Computer Vision)Preview MechanismVideo Summarization +17