| NoisyActions2M: A Multimedia Dataset for Video Understanding from Noisy Labels | Oct 13, 2021 | Action ClassificationSelf-Supervised Learning | CodeCode Available | 0 |
| Object-Region Video Transformers | Oct 13, 2021 | Action DetectionAction Recognition | CodeCode Available | 1 |
| TAda! Temporally-Adaptive Convolutions for Video Understanding | Oct 12, 2021 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| Learning Temporally Causal Latent Processes from General Temporal Data | Oct 11, 2021 | Causal DiscoveryRepresentation Learning | CodeCode Available | 1 |
| Toward a Human-Level Video Understanding Intelligence | Oct 8, 2021 | AI AgentVideo Understanding | —Unverified | 0 |
| Efficient Modelling Across Time of Human Actions and Interactions | Oct 5, 2021 | Action RecognitionVideo Understanding | —Unverified | 0 |
| Spatio-Temporal Video Representation Learning for AI Based Video Playback Style Prediction | Oct 3, 2021 | Action RecognitionRepresentation Learning | —Unverified | 0 |
| IntentVizor: Towards Generic Query Guided Interactive Video Summarization | Sep 30, 2021 | Video SummarizationVideo Understanding | CodeCode Available | 1 |
| OBJECT DYNAMICS DISTILLATION FOR SCENE DECOMPOSITION AND REPRESENTATION | Sep 29, 2021 | ObjectPredict Future Video Frames | —Unverified | 0 |
| Learning Temporally Latent Causal Processes from General Temporal Data | Sep 29, 2021 | Causal DiscoveryDisentanglement | CodeCode Available | 1 |
| TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device | Sep 27, 2021 | Video RecognitionVideo Understanding | CodeCode Available | 2 |
| Pairwise Emotional Relationship Recognition in Drama Videos: Dataset and Benchmark | Sep 23, 2021 | Video Understanding | CodeCode Available | 0 |
| Towards High-Quality Temporal Action Detection with Sparse Proposals | Sep 18, 2021 | Action DetectionAvg | CodeCode Available | 1 |
| A Multimodal Sentiment Dataset for Video Recommendation | Sep 17, 2021 | Multimodal Sentiment AnalysisSentiment Analysis | —Unverified | 0 |
| Overview of Tencent Multi-modal Ads Video Understanding Challenge | Sep 16, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Multi-modal Representation Learning for Video Advertisement Content Structuring | Sep 4, 2021 | Representation LearningRe-Ranking | —Unverified | 0 |
| Spatio-Temporal Perturbations for Video Attribution | Sep 1, 2021 | Video Understanding | CodeCode Available | 0 |
| LIGAR: Lightweight General-purpose Action Recognition | Aug 30, 2021 | Action RecognitionGesture Recognition | —Unverified | 0 |
| Identity-aware Graph Memory Network for Action Detection | Aug 26, 2021 | Action DetectionGraph Neural Network | —Unverified | 0 |
| Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization | Aug 14, 2021 | Action LocalizationMultiple Instance Learning | CodeCode Available | 1 |
| AutoVideo: An Automated Video Action Recognition System | Aug 9, 2021 | Action RecognitionAutoML | CodeCode Available | 1 |
| Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection | Aug 8, 2021 | Action DetectionKnowledge Distillation | —Unverified | 0 |
| O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning | Aug 5, 2021 | AttributeCaption Generation | —Unverified | 0 |
| Elaborative Rehearsal for Zero-shot Action Recognition | Aug 5, 2021 | Action RecognitionFew-Shot Learning | CodeCode Available | 1 |
| Token Shift Transformer for Video Classification | Aug 5, 2021 | ClassificationComputational Efficiency | CodeCode Available | 1 |
