"transformer representations" Papers

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Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment

Xiaojun Jia, Sensen Gao, Simeng Qin et al.

NEURIPS 2025arXiv:2505.21494
18
citations

Constrained Belief Updates Explain Geometric Structures in Transformer Representations

Mateusz Piotrowski, Paul Riechers, Daniel Filan et al.

ICML 2025arXiv:2502.01954
6
citations

Enhancing Masked Time-Series Modeling via Dropping Patches

Tianyu Qiu, Yi Xie, Hao Niu et al.

AAAI 2025paperarXiv:2412.15315
4
citations

Understanding Video Transformers via Universal Concept Discovery

Matthew Kowal, Achal Dave, Rares Andrei Ambrus et al.

CVPR 2024highlightarXiv:2401.10831
18
citations

Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers

Xiaoqiang Lin, Zhaoxuan Wu, Zhongxiang Dai et al.

ICML 2024arXiv:2310.02905
26
citations