On the Faithfulness of Vision Transformer Explanations

On the Faithfulness of Vision Transformer Explanations

1 April 2024

Yan Yan

Papers citing "On the Faithfulness of Vision Transformer Explanations"

6 / 6 papers shown

Title
EDIT: Enhancing Vision Transformers by Mitigating Attention Sink through an Encoder-Decoder Architecture Wenfeng Feng Guoying Sun 28 0 0 09 Apr 2025
Explainability in AI Based Applications: A Framework for Comparing Different Techniques Arne Grobrugge Nidhi Mishra Johannes Jakubik G. Satzger 99 1 0 28 Oct 2024
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz Hubert Baniecki Piotr Komorowski Szymon Płotka Przemysław Biecek 31 1 0 23 Jul 2024
PTQ4DiT: Post-training Quantization for Diffusion Transformers Junyi Wu Haoxuan Wang Yuzhang Shang Mubarak Shah Yan Yan MQ 33 18 0 25 May 2024
Rethinking Attention-Model Explainability through Faithfulness Violation Test Y. Liu Haoliang Li Yangyang Guo Chen Kong Jing Li Shiqi Wang FAtt 118 42 0 28 Jan 2022
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014