"spatiotemporal representation learning" Papers

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EventMG: Efficient Multilevel Mamba-Graph Learning for Spatiotemporal Event Representation

Sheng Wu, Lin Jin, Hui Feng et al.

NEURIPS 2025oral

Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the Wild

Xingjian Wang, Li Chai

AAAI 2025paperarXiv:2412.13168

SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications

Yana Hasson, Pauline Luc, Liliane Momeni et al.

ICCV 2025arXiv:2507.03578

Efficient Learning of Event-based Dense Representation using Hierarchical Memories with Adaptive Update

Uday Kamal, Saibal Mukhopadhyay