| Masked Spatio-Temporal Structure Prediction for Self-supervised Learning on Point Cloud Videos | Aug 18, 2023 | point cloud video understandingSelf-Supervised Learning | CodeCode Available | 1 |
| MCAM: Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding | Jul 8, 2025 | Autonomous DrivingVideo Understanding | CodeCode Available | 1 |
| A Simple LLM Framework for Long-Range Video Question-Answering | Dec 28, 2023 | EgoSchemaLanguage Modelling | CodeCode Available | 1 |
| CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction | Aug 29, 2023 | Federated Learningimage-classification | CodeCode Available | 1 |
| A Dataset for Medical Instructional Video Classification and Question Answering | Jan 30, 2022 | ClassificationQuestion Answering | CodeCode Available | 1 |
| M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation | Jun 15, 2025 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning | Jan 13, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning | Oct 10, 2019 | DiagnosticObject | CodeCode Available | 1 |
| CAST: Cross-Attention in Space and Time for Video Action Recognition | Nov 30, 2023 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Towards Visually Explaining Video Understanding Networks with Perturbation | May 1, 2020 | Video Understanding | CodeCode Available | 1 |
| Long Movie Clip Classification with State-Space Video Models | Apr 4, 2022 | ClassificationDecoder | CodeCode Available | 1 |
| Lightweight Network Architecture for Real-Time Action Recognition | May 21, 2019 | Action RecognitionCPU | CodeCode Available | 1 |
| EPIC Fields: Marrying 3D Geometry and Video Understanding | Jun 14, 2023 | 3D geometryNeural Rendering | CodeCode Available | 1 |
| Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation | Mar 25, 2025 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Leveraging triplet loss for unsupervised action segmentation | Apr 13, 2023 | Action SegmentationClustering | CodeCode Available | 1 |
| Learning the Predictability of the Future | Jun 19, 2021 | Representation LearningSelf-Supervised Action Recognition | CodeCode Available | 1 |
| Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis | Apr 12, 2024 | Dense Video CaptioningTransfer Learning | CodeCode Available | 1 |
| Learning Transferable Spatiotemporal Representations from Natural Script Knowledge | Sep 30, 2022 | DescriptiveRepresentation Learning | CodeCode Available | 1 |
| ETAD: Training Action Detection End to End on a Laptop | May 14, 2022 | Action DetectionGPU | CodeCode Available | 1 |
| Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization | Aug 4, 2021 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| Learning Temporally Latent Causal Processes from General Temporal Data | Sep 29, 2021 | Causal DiscoveryDisentanglement | CodeCode Available | 1 |
| Localizing Moments in Long Video Via Multimodal Guidance | Feb 26, 2023 | Natural Language Moment RetrievalNatural Language Visual Grounding | CodeCode Available | 1 |
| Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation | Mar 18, 2024 | Referring Video Object SegmentationSemantic Segmentation | CodeCode Available | 1 |
| LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts | May 20, 2025 | Caption GenerationRetrieval | CodeCode Available | 1 |
| MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer | Apr 29, 2023 | DecoderHighlight Detection | CodeCode Available | 1 |
