Holistically Explainable Vision Transformers

Holistically Explainable Vision Transformers

20 January 2023

Moritz D Boehle

Mario Fritz

Bernt Schiele

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Papers citing "Holistically Explainable Vision Transformers"

9 / 9 papers shown

Title
Detection Transformers Under the Knife: A Neuroscience-Inspired Approach to Ablations Nils Hütten Florian Hölken Hasan Tercan Tobias Meisen MedIm 104 0 0 29 Jul 2025
QPM: Discrete Optimization for Globally Interpretable Image ClassificationInternational Conference on Learning Representations (ICLR), 2025 Thomas Norrenbrock Timo Kaiser Sovan Biswas R. Manuvinakurike Bodo Rosenhahn 323 2 0 27 Feb 2025
Benchmarking the Attribution Quality of Vision Models Robin Hesse Simone Schaub-Meyer Stefan Roth FAtt 288 4 0 16 Jul 2024
T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris ViT FAtt 184 8 0 07 Mar 2024
Explainability of Vision Transformers: A Comprehensive Review and New Perspectives Rojina Kashefi Leili Barekatain Mohammad Sabokrou Fatemeh Aghaeipoor ViT 194 19 0 12 Nov 2023
Recent Advances in Generative AI for Healthcare Applications Yasin Shokrollahi Sahar Yarmohammadtoosky Wenxi Liu Pengfei Dong Matthew M. Nikahd Linxia Gu Xianqi Li L. Gu MedIm AI4CE 266 22 0 01 Oct 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 194 63 0 30 Jun 2023
Artificial General Intelligence for Medical ImagingIEEE Reviews in Biomedical Engineering (RBME), 2023 Xiang Li Lu Zhang Zihao Wu Zheng Liu Lin Zhao ... Pingkuan Yan Shijie Zhao Wen Liu Tianming Liu Hongtu Zhu LM&MA AI4CE 242 51 0 08 Jun 2023
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.9K 19,183 0 16 Feb 2016