2025 "token pruning" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning

Yiwu Zhong, Zhuoming Liu, Yin Li et al.

ICCV 2025posterarXiv:2412.03248
21
citations

Attribution-Driven Adaptive Token Pruning for Transformers

YAOYAO YAN, Hui Yu, Weizhi Xu

NeurIPS 2025poster

Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization

kaiyuan Li, Xiaoyue Chen, Chen Gao et al.

NeurIPS 2025posterarXiv:2505.22038
4
citations

Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs

Qizhe Zhang, Aosong Cheng, Ming Lu et al.

ICCV 2025posterarXiv:2412.01818
37
citations

FastVID: Dynamic Density Pruning for Fast Video Large Language Models

Leqi Shen, Guoqiang Gong, Tao He et al.

NeurIPS 2025oralarXiv:2503.11187
16
citations

HoliTom: Holistic Token Merging for Fast Video Large Language Models

Kele Shao, Keda TAO, Can Qin et al.

NeurIPS 2025oralarXiv:2505.21334
18
citations

TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model

Cheng Yang, Yang Sui, Jinqi Xiao et al.

CVPR 2025posterarXiv:2503.18278
20
citations