{"total":28,"rows":[{"id":"2112.04478","title":"Prompting Visual-Language Models for Efficient Video Understanding","created":"2021-12-08","cited_by_count":310,"area":null},{"id":"2303.02982","title":"CLIP-guided Prototype Modulating for Few-shot Action Recognition","created":"2023-03-06","cited_by_count":41,"area":null},{"id":"2207.05515","title":"Compound Prototype Matching for Few-shot Action Recognition","created":"2022-07-12","cited_by_count":35,"area":null},{"id":"2308.03063","title":"M$^3$Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition","created":"2023-08-06","cited_by_count":34,"area":null},{"id":"2207.06580","title":"Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning","created":"2022-07-14","cited_by_count":29,"area":null},{"id":"2305.07214","title":"MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition","created":"2023-05-12","cited_by_count":26,"area":null},{"id":"2304.01143","title":"Use Your Head: Improving Long-Tail Video Recognition","created":"2023-04-03","cited_by_count":22,"area":null},{"id":"2412.14719","title":"Prototypical Calibrating Ambiguous Samples for Micro-Action Recognition","created":"2024-12-19","cited_by_count":22,"area":null},{"id":"2110.12358","title":"A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark","created":"2021-10-24","cited_by_count":16,"area":null},{"id":"2301.07944","title":"Revisiting the Spatial and Temporal Modeling for Few-shot Action Recognition","created":"2023-01-19","cited_by_count":15,"area":null},{"id":"2212.04873","title":"Multimodal Prototype-Enhanced Network for Few-Shot Action Recognition","created":"2022-12-09","cited_by_count":13,"area":null},{"id":"2104.03737","title":"Few-Shot Action Recognition with Compromised Metric via Optimal Transport","created":"2021-04-08","cited_by_count":12,"area":null},{"id":"2407.14744","title":"A Comprehensive Review of Few-shot Action Recognition","created":"2024-07-20","cited_by_count":11,"area":null},{"id":"2112.04585","title":"MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification","created":"2021-12-08","cited_by_count":8,"area":null},{"id":"2408.00249","title":"Task-Adapter: Task-specific Adaptation of Image Models for Few-shot Action Recognition","created":"2024-08-01","cited_by_count":8,"area":null},{"id":"2108.06647","title":"Few-Shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning","created":"2021-08-15","cited_by_count":7,"area":null},{"id":"2303.10451","title":"Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation","created":"2023-03-18","cited_by_count":7,"area":null},{"id":"2402.12706","title":"Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition","created":"2024-02-20","cited_by_count":4,"area":null},{"id":"2112.06320","title":"Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning","created":"2021-12-12","cited_by_count":3,"area":null},{"id":"2212.01638","title":"VLG: General Video Recognition with Web Textual Knowledge","created":"2022-12-03","cited_by_count":3,"area":null},{"id":"2307.01985","title":"Task-Specific Alignment and Multiple Level Transformer for Few-Shot Action Recognition","created":"2023-07-05","cited_by_count":2,"area":null},{"id":"2401.08345","title":"Multi-view Distillation based on Multi-modal Fusion for Few-shot Action Recognition(CLIP-$\\mathrm{M^2}$DF)","created":"2024-01-16","cited_by_count":2,"area":null},{"id":"2503.14430","title":"Joint Image-Instance Spatial-Temporal Attention for Few-shot Action Recognition","created":"2025-03-11","cited_by_count":2,"area":null},{"id":"2106.11173","title":"TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification","created":"2021-06-21","cited_by_count":1,"area":null},{"id":"2303.16084","title":"Rethinking matching-based few-shot action recognition","created":"2023-03-28","cited_by_count":0,"area":null},{"id":"2306.01929","title":"Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work","created":"2023-06-02","cited_by_count":0,"area":null},{"id":"2505.06002","title":"Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition","created":"2025-05-09","cited_by_count":0,"area":null},{"id":"2509.17638","title":"A$^2$M$^2$-Net: Adaptively Aligned Multi-Scale Moment for Few-Shot Action Recognition","created":"2025-09-22","cited_by_count":0,"area":null}],"next_cursor":null}