{"total":57,"rows":[{"id":"2208.02816","title":"Expanding Language-Image Pretrained Models for General Video Recognition","created":"2022-08-04","cited_by_count":321,"area":null},{"id":"2212.03640","title":"Fine-tuned CLIP Models are Efficient Video Learners","created":"2022-12-06","cited_by_count":179,"area":null},{"id":"2402.13217","title":"VideoPrism: A Foundational Visual Encoder for Video Understanding","created":"2024-02-20","cited_by_count":105,"area":null},{"id":"2304.03307","title":"Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting","created":"2023-04-06","cited_by_count":91,"area":null},{"id":"2304.06708","title":"Verbs in Action: Improving verb understanding in video-language models","created":"2023-04-13","cited_by_count":76,"area":null},{"id":"2212.04979","title":"VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners","created":"2022-12-09","cited_by_count":70,"area":null},{"id":"2302.00624","title":"Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization","created":"2023-02-01","cited_by_count":55,"area":null},{"id":"2303.08914","title":"MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge","created":"2023-03-15","cited_by_count":43,"area":null},{"id":"2203.08481","title":"Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding","created":"2022-03-16","cited_by_count":33,"area":null},{"id":"2311.08245","title":"TENT: Connect Language Models with IoT Sensors for Zero-Shot Activity Recognition","created":"2023-11-14","cited_by_count":25,"area":null},{"id":"2207.07646","title":"Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models","created":"2022-07-15","cited_by_count":22,"area":null},{"id":"2310.05010","title":"Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and Data","created":"2023-10-08","cited_by_count":22,"area":null},{"id":"2311.10986","title":"EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge","created":"2023-11-18","cited_by_count":21,"area":null},{"id":"2304.00553","title":"From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding","created":"2023-04-02","cited_by_count":19,"area":null},{"id":"2203.13371","title":"FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks","created":"2022-03-24","cited_by_count":16,"area":null},{"id":"2308.04828","title":"Seeing in Flowing: Adapting CLIP for Action Recognition with Motion Prompts Learning","created":"2023-08-09","cited_by_count":16,"area":null},{"id":"2205.01657","title":"Cross-modal Representation Learning for Zero-shot Action Recognition","created":"2022-05-03","cited_by_count":15,"area":null},{"id":"2403.01560","title":"XOV-Action: Towards Generalizable Open-Vocabulary Action Recognition","created":"2024-03-03","cited_by_count":15,"area":null},{"id":"2305.14173","title":"TVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at Scale","created":"2023-05-23","cited_by_count":14,"area":null},{"id":"2312.08010","title":"EZ-CLIP: Efficient Zeroshot Video Action Recognition","created":"2023-12-13","cited_by_count":14,"area":null},{"id":"2311.15619","title":"Align before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition","created":"2023-11-27","cited_by_count":12,"area":null},{"id":"2401.17766","title":"Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects","created":"2024-01-31","cited_by_count":12,"area":null},{"id":"2203.15381","title":"Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification","created":"2022-03-29","cited_by_count":11,"area":null},{"id":"2307.10922","title":"Language-based Action Concept Spaces Improve Video Self-Supervised Learning","created":"2023-07-20","cited_by_count":10,"area":null},{"id":"2404.09490","title":"Leveraging Temporal Contextualization for Video Action Recognition","created":"2024-04-15","cited_by_count":9,"area":null},{"id":"2407.06113","title":"C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition","created":"2024-07-08","cited_by_count":9,"area":null},{"id":"2409.14336","title":"Zero-Shot Skeleton-based Action Recognition with Dual Visual-Text Alignment","created":"2024-09-22","cited_by_count":9,"area":null},{"id":"2412.09895","title":"Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP","created":"2024-12-13","cited_by_count":9,"area":null},{"id":"2312.02226","title":"Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition","created":"2023-12-04","cited_by_count":8,"area":null},{"id":"2401.11654","title":"ActionHub: A Large-scale Action Video Description Dataset for Zero-shot Action Recognition","created":"2024-01-22","cited_by_count":8,"area":null},{"id":"2112.09976","title":"Tell me what you see: A zero-shot action recognition method based on natural language descriptions","created":"2021-12-18","cited_by_count":7,"area":null},{"id":"2308.05787","title":"Temporally-Adaptive Models for Efficient Video Understanding","created":"2023-08-10","cited_by_count":7,"area":null},{"id":"2311.06218","title":"Semantic-aware Video Representation for Few-shot Action Recognition","created":"2023-11-10","cited_by_count":7,"area":null},{"id":"2406.00639","title":"An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition","created":"2024-06-02","cited_by_count":7,"area":null},{"id":"2308.06897","title":"Orthogonal Temporal Interpolation for Zero-Shot Video Recognition","created":"2023-08-14","cited_by_count":6,"area":null},{"id":"2304.04688","title":"Interaction-Aware Prompting for Zero-Shot Spatio-Temporal Action Detection","created":"2023-04-10","cited_by_count":5,"area":null},{"id":"2304.07459","title":"Instance-level Few-shot Learning with Class Hierarchy Mining","created":"2023-04-15","cited_by_count":5,"area":null},{"id":"2408.04879","title":"On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey","created":"2024-08-09","cited_by_count":5,"area":null},{"id":"2410.10497","title":"Continual Learning Improves Zero-Shot Action Recognition","created":"2024-10-14","cited_by_count":5,"area":null},{"id":"2410.10589","title":"MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer","created":"2024-10-14","cited_by_count":5,"area":null},{"id":"2203.03971","title":"Universal Prototype Transport for Zero-Shot Action Recognition and Localization","created":"2022-03-08","cited_by_count":4,"area":null},{"id":"2309.17327","title":"Telling Stories for Common Sense Zero-Shot Action Recognition","created":"2023-09-29","cited_by_count":4,"area":null},{"id":"2410.14238","title":"Storyboard guided Alignment for Fine-grained Video Action Recognition","created":"2024-10-18","cited_by_count":4,"area":null},{"id":"2506.22967","title":"ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment","created":"2025-06-28","cited_by_count":3,"area":null},{"id":"2209.12061","title":"Global Semantic Descriptors for Zero-Shot Action Recognition","created":"2022-09-24","cited_by_count":2,"area":null},{"id":"2411.06553","title":"Extended multi-stream temporal-attention module for skeleton-based human action recognition (HAR)","created":"2024-11-10","cited_by_count":2,"area":null},{"id":"2203.05156","title":"End-to-End Semantic Video Transformer for Zero-Shot Action Recognition","created":"2022-03-10","cited_by_count":1,"area":null},{"id":"2206.08632","title":"Learning Using Privileged Information for Zero-Shot Action Recognition","created":"2022-06-17","cited_by_count":1,"area":null},{"id":"2301.00236","title":"DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning","created":"2022-12-31","cited_by_count":1,"area":null},{"id":"2310.19554","title":"Harvest Video Foundation Models via Efficient Post-Pretraining","created":"2023-10-30","cited_by_count":1,"area":null},{"id":"2508.00085","title":"Punching Bag vs. Punching Person: Motion Transferability in Videos","created":"2025-07-31","cited_by_count":1,"area":null},{"id":"2301.08874","title":"Improving Zero-Shot Action Recognition using Human Instruction with Text Description","created":"2023-01-21","cited_by_count":0,"area":null},{"id":"2508.21770","title":"What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos","created":"2025-08-29","cited_by_count":0,"area":null},{"id":"2604.17062","title":"Motion-Guided Semantic Alignment with Negative Prompts for Zero-Shot Video Action Recognition","created":"2026-04-18","cited_by_count":0,"area":null},{"id":"2605.01165","title":"CEZSAR: A Contrastive Embedding Method for Zero-Shot Action Recognition","created":"2026-05-01","cited_by_count":0,"area":null},{"id":"2606.25478","title":"TACO: Towards Task-Consistent Open-Vocabulary Adaptation in Video Recognition","created":"2026-06-24","cited_by_count":0,"area":null},{"id":"2608.04623","title":"Visual Anchoring in Diffusion: Multimodal Zero-Shot Skeleton Action Recognition","created":"2026-08-05","cited_by_count":0,"area":null}],"next_cursor":null}