2025 "token reduction" Papers

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FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models

Tianyu Fu, Tengxuan Liu, Qinghao Han et al.

ICCV 2025posterarXiv:2501.01986
22
citations

LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision

Anthony Fuller, Yousef Yassin, Junfeng Wen et al.

NeurIPS 2025posterarXiv:2505.18051
1
citations

PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models

Dhouib Mohamed, Davide Buscaldi, Vanier Sonia et al.

CVPR 2025posterarXiv:2504.08966
15
citations

VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models

Haichao Zhang, Yun Fu

NeurIPS 2025oralarXiv:2503.16980
3
citations