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Hang-Rui Hu

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Jul 2026

TinyMem: Condensing Multimodal Memory for Long-Form Video Action Detection.

This paper introduces TinyMem, a model built upon compact multimodal memory for long-form video action detection that outperforms a range of state-of-the-art models on AVA v2.2 while using 5 times fewer memory tokens than the baseline with dense visual memory embeddings.

Rui Tian, Qi Dai, Hang-Rui Hu et al. · 0 citations