| End-to-End Video Instance Segmentation with Transformers | Nov 30, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos | Nov 26, 2020 | Action SpottingBoundary Detection | CodeCode Available | 1 |
| QuerYD: A video dataset with high-quality text and audio narrations | Nov 22, 2020 | RetrievalVideo Understanding | CodeCode Available | 1 |
| Improved Actor Relation Graph based Group Activity Recognition | Oct 24, 2020 | Activity RecognitionGroup Activity Recognition | CodeCode Available | 1 |
| PAN: Towards Fast Action Recognition via Learning Persistence of Appearance | Aug 8, 2020 | Action RecognitionOptical Flow Estimation | CodeCode Available | 1 |
| The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020) | Aug 3, 2020 | Natural Language QueriesRetrieval | CodeCode Available | 1 |
| Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning | Aug 1, 2020 | Accident AnticipationActivity Prediction | CodeCode Available | 1 |
| MotionSqueeze: Neural Motion Feature Learning for Video Understanding | Jul 20, 2020 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Video Moment Localization using Object Evidence and Reverse Captioning | Jun 18, 2020 | Language-Based Temporal LocalizationLanguage Modelling | CodeCode Available | 1 |
| Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization | Jun 14, 2020 | Action DetectionAction Localization | CodeCode Available | 1 |
| Temporal Aggregate Representations for Long-Range Video Understanding | Jun 1, 2020 | Action AnticipationAction Recognition | CodeCode Available | 1 |
| Towards Visually Explaining Video Understanding Networks with Perturbation | May 1, 2020 | Video Understanding | CodeCode Available | 1 |
| Top-1 Solution of Multi-Moments in Time Challenge 2019 | Mar 12, 2020 | Action RecognitionVideo Understanding | CodeCode Available | 1 |
| Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning | Mar 11, 2020 | Question AnsweringVideo Captioning | CodeCode Available | 1 |
| Weakly Supervised Temporal Action Localization Using Deep Metric Learning | Jan 21, 2020 | Action LocalizationMetric Learning | CodeCode Available | 1 |
| Tree-Structured Policy based Progressive Reinforcement Learning for Temporally Language Grounding in Video | Jan 18, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Temporal Interlacing Network | Jan 17, 2020 | Optical Flow EstimationVideo Understanding | CodeCode Available | 1 |
| EEV: A Large-Scale Dataset for Studying Evoked Expressions from Video | Jan 15, 2020 | DiversityRecommendation Systems | CodeCode Available | 1 |
| A Multigrid Method for Efficiently Training Video Models | Dec 2, 2019 | Action DetectionAction Recognition | CodeCode Available | 1 |
| CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning | Oct 10, 2019 | DiagnosticObject | CodeCode Available | 1 |
| Lightweight Network Architecture for Real-Time Action Recognition | May 21, 2019 | Action RecognitionCPU | CodeCode Available | 1 |
| Large Scale Holistic Video Understanding | Apr 25, 2019 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| TSM: Temporal Shift Module for Efficient Video Understanding | Nov 20, 2018 | 3D Action RecognitionAction Classification | CodeCode Available | 1 |
| VirtualHome: Simulating Household Activities via Programs | Jun 19, 2018 | Video Understanding | CodeCode Available | 1 |
| AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions | May 23, 2017 | Actin DetectionAction Detection | CodeCode Available | 1 |
