Home » Teams » MLIA » Pegah Khayatan

  • Pegah Khayatan

  • Équipe: MLIA

Publications

  • Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Arnaud Dapogny, Alasdair Newson, et al.. Learning to Steer: Input-dependent Steering for Multimodal LLMs. 39th Conference on Neural Information Processing Systems (NeurIPS 2025), Nov 2025, San Diego (CA), United States. ⟨hal-05462808⟩
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  • Pegah Khayatan, Mustafa Shukor, Jayneel Parekh, Arnaud Dapogny, Matthieu Cord. Analyzing Finetuning Representation Shift for Multimodal LLMs Steering. IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2025, Honoloulu, Hawaii, United States. ⟨hal-05462785⟩
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  • Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord. A Concept-Based Explainability Framework for Large Multimodal Models. Advances in Neural Information Processing Systems 37, Dec 2024, Vancouver, Canada. pp.135783-135818, ⟨10.52202/079017-4312⟩. ⟨hal-05462746⟩
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