A LoRA plus FiLM feature-augmentation method with a group-weighted loss reports modest few-shot action detection gains on AVA and MOMA, but the evidence for the weighting component is weak.
Frozen in time: A joint video and image encoder for end-to-end retrieval
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Group Relative Augmentation for Data Efficient Action Detection
A LoRA plus FiLM feature-augmentation method with a group-weighted loss reports modest few-shot action detection gains on AVA and MOMA, but the evidence for the weighting component is weak.