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05/10/2023
Few-shot Action Recognition via Intra- and Inter-Video Information Maximization
Current few-shot action recognition involves two primary sources of info...
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04/26/2023
Scene Graph Lossless Compression with Adaptive Prediction for Objects and Relations
The scene graph is a new data structure describing objects and their pai...
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07/20/2022
Task-adaptive Spatial-Temporal Video Sampler for Few-shot Action Recognition
A primary challenge faced in few-shot action recognition is inadequate v...
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08/04/2021
Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization
The crux of self-supervised video representation learning is to build ge...
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07/10/2021
TTAN: Two-Stage Temporal Alignment Network for Few-shot Action Recognition
Few-shot action recognition aims to recognize novel action classes (quer...
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05/09/2020