| Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization | Aug 4, 2021 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| Spatial-Temporal Transformer for Dynamic Scene Graph Generation | Jul 26, 2021 | DecoderScene Graph Generation | CodeCode Available | 1 |
| CogME: A Cognition-Inspired Multi-Dimensional Evaluation Metric for Story Understanding | Jul 21, 2021 | Question AnsweringSentence | —Unverified | 0 |
| Disentangle Your Dense Object Detector | Jul 7, 2021 | DisentanglementObject | CodeCode Available | 1 |
| Spatio-Temporal Context for Action Detection | Jun 29, 2021 | Action DetectionVideo Understanding | —Unverified | 0 |
| Feature Combination Meets Attention: Baidu Soccer Embeddings and Transformer based Temporal Detection | Jun 28, 2021 | Action RecognitionAction Spotting | CodeCode Available | 1 |
| Can An Image Classifier Suffice For Action Recognition? | Jun 26, 2021 | Action Recognitionimage-classification | CodeCode Available | 1 |
| Video Swin Transformer | Jun 24, 2021 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| TokenLearner: What Can 8 Learned Tokens Do for Images and Videos? | Jun 21, 2021 | Action ClassificationImage Classification | CodeCode Available | 1 |
| Towards Long-Form Video Understanding | Jun 21, 2021 | Action RecognitionForm | CodeCode Available | 1 |
| VIMPAC: Video Pre-Training via Masked Token Prediction and Contrastive Learning | Jun 21, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions | Jun 19, 2021 | Question AnsweringVideo Question Answering | CodeCode Available | 1 |
| Learning the Predictability of the Future | Jun 19, 2021 | Representation LearningSelf-Supervised Action Recognition | CodeCode Available | 1 |
| Discerning Generic Event Boundaries in Long-Form Wild Videos | Jun 18, 2021 | Boundary DetectionForm | —Unverified | 0 |
| End-to-end Temporal Action Detection with Transformer | Jun 18, 2021 | Action DetectionTemporal Action Localization | CodeCode Available | 1 |
| Long-Short Temporal Contrastive Learning of Video Transformers | Jun 17, 2021 | Action RecognitionContrastive Learning | —Unverified | 0 |
| C^3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues | Jun 16, 2021 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Isolated Sign Recognition from RGB Video using Pose Flow and Self-Attention | Jun 11, 2021 | Action RecognitionSign Language Recognition | CodeCode Available | 1 |
| VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization | Jun 10, 2021 | ArticlesSegmentation | CodeCode Available | 1 |
| Towards Training Stronger Video Vision Transformers for EPIC-KITCHENS-100 Action Recognition | Jun 9, 2021 | Action RecognitionPoint Cloud Classification | —Unverified | 0 |
| Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking | Jun 7, 2021 | Graph Neural NetworkMulti-Person Pose Estimation | —Unverified | 0 |
| Technical Report: Temporal Aggregate Representations | Jun 6, 2021 | Action AnticipationAction Recognition | CodeCode Available | 1 |
| Transformed ROIs for Capturing Visual Transformations in Videos | Jun 6, 2021 | Action RecognitionVideo Understanding | —Unverified | 0 |
| A Study On the Effects of Pre-processing On Spatio-temporal Action Recognition Using Spiking Neural Networks Trained with STDP | May 31, 2021 | Action RecognitionSpatio-temporal Action Recognition | —Unverified | 0 |
| Highlight Timestamp Detection Model for Comedy Videos via Multimodal Sentiment Analysis | May 28, 2021 | Multimodal Sentiment AnalysisObject Recognition | —Unverified | 0 |
