2025 "token merging" 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

DyMU: Dynamic Merging and Virtual Unmerging for Efficient Variable-Length VLMs

Zhenhailong Wang, Senthil Purushwalkam, Caiming Xiong et al.

NEURIPS 2025poster
6
citations

Fourier Token Merging: Understanding and Capitalizing Frequency Domain for Efficient Image Generation

Jiesong Liu, Xipeng Shen

NEURIPS 2025poster

HoliTom: Holistic Token Merging for Fast Video Large Language Models

Kele Shao, Keda TAO, Can Qin et al.

NEURIPS 2025oralarXiv:2505.21334
18
citations

Importance-Based Token Merging for Efficient Image and Video Generation

Haoyu Wu, Jingyi Xu, Hieu Le et al.

ICCV 2025posterarXiv:2411.16720
4
citations

MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization

Siyuan Li, Luyuan Zhang, Zedong Wang et al.

CVPR 2025posterarXiv:2504.00999
6
citations

Principles of Visual Tokens for Efficient Video Understanding

Xinyue Hao, Li, Shreyank Gowda et al.

ICCV 2025posterarXiv:2411.13626
1
citations