| LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment | Oct 3, 2023 | Audio ClassificationContrastive Learning | CodeCode Available | 4 |
| Expanding Language-Image Pretrained Models for General Video Recognition | Aug 4, 2022 | Action ClassificationAction Recognition | CodeCode Available | 3 |
| Leveraging Temporal Contextualization for Video Action Recognition | Apr 15, 2024 | Action RecognitionTemporal Action Localization | CodeCode Available | 2 |
| Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models | Dec 31, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Revisiting Classifier: Transferring Vision-Language Models for Video Recognition | Jul 4, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP | Dec 13, 2024 | Action RecognitionText Augmentation | CodeCode Available | 1 |
| TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition | Nov 16, 2024 | Action RecognitionSkeleton Based Action Recognition | CodeCode Available | 1 |
| Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition | Jun 19, 2024 | Action RecognitionSkeleton Based Action Recognition | CodeCode Available | 1 |
| EZ-CLIP: Efficient Zeroshot Video Action Recognition | Dec 13, 2023 | Action RecognitionGPU | CodeCode Available | 1 |
| OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition | Nov 30, 2023 | DescriptiveLanguage Modelling | CodeCode Available | 1 |
| Actor-agnostic Multi-label Action Recognition with Multi-modal Query | Jul 20, 2023 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting | Apr 6, 2023 | Action RecognitionPrompt Learning | CodeCode Available | 1 |
| EVA-CLIP: Improved Training Techniques for CLIP at Scale | Mar 27, 2023 | Image ClassificationRepresentation Learning | CodeCode Available | 1 |
| MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge | Mar 15, 2023 | Action RecognitionFew-Shot action recognition | CodeCode Available | 1 |
| A CLIP-Hitchhiker's Guide to Long Video Retrieval | May 17, 2022 | RetrievalVideo Retrieval | CodeCode Available | 1 |
| MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text Retrieval | Apr 26, 2022 | Action RecognitionRetrieval | CodeCode Available | 1 |
| Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification | Mar 29, 2022 | Representation LearningVideo Classification | CodeCode Available | 1 |
| Bridging Video-text Retrieval with Multiple Choice Questions | Jan 13, 2022 | Action RecognitionLinear evaluation | CodeCode Available | 1 |
| Tell me what you see: A zero-shot action recognition method based on natural language descriptions | Dec 18, 2021 | Action RecognitionDescriptive | CodeCode Available | 1 |
| ActionCLIP: A New Paradigm for Video Action Recognition | Sep 17, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Elaborative Rehearsal for Zero-shot Action Recognition | Aug 5, 2021 | Action RecognitionFew-Shot Learning | CodeCode Available | 1 |
| Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications | Mar 3, 2020 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| Learning Spatiotemporal Features via Video and Text Pair Discrimination | Jan 16, 2020 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| The Role of Video Generation in Enhancing Data-Limited Action Understanding | May 26, 2025 | Action RecognitionAction Understanding | —Unverified | 0 |
| Can masking background and object reduce static bias for zero-shot action recognition? | Jan 22, 2025 | Action RecognitionZero-Shot Action Recognition | —Unverified | 0 |
