"attention mechanism analysis" Papers

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Attribution-Driven Adaptive Token Pruning for Transformers

YAOYAO YAN, Hui Yu, Weizhi Xu

NeurIPS 2025poster

Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retention

Xin Zou, Di Lu, Yizhou Wang et al.

NeurIPS 2025posterarXiv:2510.02912
7
citations

Exploring Multimodal Diffusion Transformers for Enhanced Prompt-based Image Editing

Joonghyuk Shin, Alchan Hwang, Yujin Kim et al.

ICCV 2025posterarXiv:2508.07519
4
citations

One Head to Rule Them All: Amplifying LVLM Safety through a Single Critical Attention Head

Junhao Xia, Haotian Zhu, Shuchao Pang et al.

NeurIPS 2025poster

Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words

Gouki Gouki, Hiroki Furuta, Yusuke Iwasawa et al.

ICLR 2025posterarXiv:2501.06254
9
citations

Why Larger Language Models Do In-context Learning Differently?

Zhenmei Shi, Junyi Wei, Zhuoyan Xu et al.

ICML 2024poster