ProtoS-ViT: Visual foundation models for sparse self-explainable
classifications

ProtoS-ViT: Visual foundation models for sparse self-explainable classifications

14 June 2024

Mina Bjelogrlic

Christian Lovis

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Papers citing "ProtoS-ViT: Visual foundation models for sparse self-explainable classifications"

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Title
This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNNInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Dennis Tang Jon Donnelly A. Barnett Lesia Semenova J. Jing ... Ioannis Karakis Olga Selioutski Kehan Zhao M. P. M. Brandon Westover Cynthia Rudin 73 0 0 21 Oct 2025
Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts Zhong Ji Rongshuai Wei Jingren Liu Yanwei Pang Jungong Han 236 0 0 05 Jun 2025
Birds look like cars: Adversarial analysis of intrinsically interpretable deep learning Hubert Baniecki P. Biecek AAML 388 1 0 11 Mar 2025
XAI4Extremes: An interpretable machine learning framework for understanding extreme-weather precursors under climate change Jiawen Wei Aniruddha Bora Vivek Oommen Chenyu Dong Juntao Yang Jeff Adie Chen Chen Simon See George Karniadakis G. Mengaldo AI4Cl 321 0 0 11 Mar 2025
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs Sheng Zhang Yanbo Xu Naoto Usuyama Hanwen Xu J. Bagga ... Carlo Bifulco M. Lungren Tristan Naumann Sheng Wang Hoifung Poon LM&MA MedIm 729 413 0 10 Jan 2025
Revisiting the robustness of post-hoc interpretability methods Jiawen Wei Hugues Turbé G. Mengaldo AAML 336 7 0 29 Jul 2024
Explainable Natural Language Processing for Corporate Sustainability Analysis Keane Ong Rui Mao Frank Xing Ricardo Shirota Filho Erik Cambria Johan Sulaeman G. Mengaldo 261 16 0 03 Jul 2024
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 2.9K 28,650 0 22 May 2017