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Few Shot Action Recognition

Few-shot (FS) action recognition is a challenging com- puter vision problem, where the task is to classify an unlabelled query video into one of the action categories in the support set having limited samples per action class.

Papers

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Showing 26–50 of 76 papers

TitleStatusHype
MA-FSAR: Multimodal Adaptation of CLIP for Few-Shot Action Recognition—0
Multimodal Prototype-Enhanced Network for Few-Shot Action Recognition—0
MVP-Shot: Multi-Velocity Progressive-Alignment Framework for Few-Shot Action Recognition—0
On the Importance of Spatial Relations for Few-shot Action Recognition—0
Rethinking matching-based few-shot action recognition—0
Revisiting the Spatial and Temporal Modeling for Few-shot Action Recognition—0
Semantic-aware Video Representation for Few-shot Action Recognition—0
Simultaneous Detection and Interaction Reasoning for Object-Centric Action Recognition—0
SMAM: Self and Mutual Adaptive Matching for Skeleton-Based Few-Shot Action Recognition—0
Video-to-Task Learning via Motion-Guided Attention for Few-Shot Action Recognition—0
A Comprehensive Review of Few-shot Action Recognition—0
Action Genome: Actions As Compositions of Spatio-Temporal Scene Graphs—0
Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition—0
Active Multimodal Distillation for Few-shot Action Recognition—0
A Generative Approach to Zero-Shot and Few-Shot Action Recognition—0
All About Knowledge Graphs for Actions—0
CLTA: Contents and Length-based Temporal Attention for Few-shot Action Recognition—0
Compound Prototype Matching for Few-shot Action Recognition—0
DMSD-CDFSAR: Distillation from Mixed-Source Domain for Cross-Domain Few-shot Action Recognition—0
Few-shot Action Recognition via Intra- and Inter-Video Information Maximization—0
Few-shot Action Recognition with Captioning Foundation Models—0
Few-Shot Action Recognition with Compromised Metric via Optimal Transport—0
Few-shot Action Recognition with Implicit Temporal Alignment and Pair Similarity Optimization—0
Few-Shot Video Classification via Temporal Alignment—0
Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition—0
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