ICLR "model interpretability" 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

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AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution

Fengyuan Liu, Nikhil Kandpal, Colin Raffel

ICLR 2025posterarXiv:2411.15102
12
citations

Concept Bottleneck Language Models For Protein Design

Aya Ismail, Tuomas Oikarinen, Amy Wang et al.

ICLR 2025posterarXiv:2411.06090
13
citations

Data-centric Prediction Explanation via Kernelized Stein Discrepancy

Mahtab Sarvmaili, Hassan Sajjad, Ga Wu

ICLR 2025posterarXiv:2403.15576
2
citations

Discovering Influential Neuron Path in Vision Transformers

Yifan Wang, Yifei Liu, Yingdong Shi et al.

ICLR 2025posterarXiv:2503.09046
4
citations

From Search to Sampling: Generative Models for Robust Algorithmic Recourse

Prateek Garg, Lokesh Nagalapatti, Sunita Sarawagi

ICLR 2025posterarXiv:2505.07351
2
citations

Looking Inward: Language Models Can Learn About Themselves by Introspection

Felix Jedidja Binder, James Chua, Tomek Korbak et al.

ICLR 2025oralarXiv:2410.13787
40
citations