Poster "token merging" Papers

10 papers found

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

Yiwu Zhong, Zhuoming Liu, Yin Li et al.

ICCV 2025arXiv:2412.03248
24
citations

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

Zhenhailong Wang, Senthil Purushwalkam, Caiming Xiong et al.

NEURIPS 2025
6
citations

Efficient Time Series Processing for Transformers and State-Space Models through Token Merging

Leon Götz, Marcel Kollovieh, Stephan Günnemann et al.

ICML 2025arXiv:2405.17951
5
citations

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

Jiesong Liu, Xipeng Shen

NEURIPS 2025

Importance-Based Token Merging for Efficient Image and Video Generation

Haoyu Wu, Jingyi Xu, Hieu Le et al.

ICCV 2025arXiv:2411.16720
7
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 2025arXiv:2504.00999
7
citations

Principles of Visual Tokens for Efficient Video Understanding

Xinyue Hao, Li, Shreyank Gowda et al.

ICCV 2025arXiv:2411.13626
1
citations

Agglomerative Token Clustering

Joakim Bruslund Haurum, Sergio Escalera, Graham W. Taylor et al.

ECCV 2024arXiv:2409.11923
7
citations

Object-Centric Diffusion for Efficient Video Editing

Kumara Kahatapitiya, Adil Karjauv, Davide Abati et al.

ECCV 2024arXiv:2401.05735
23
citations

PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation

Yizhe Xiong, Hui Chen, Tianxiang Hao et al.

ECCV 2024arXiv:2403.09192
26
citations