Rectify ViT Shortcut Learning by Visual Saliency

Rectify ViT Shortcut Learning by Visual Saliency

17 June 2022

Chong Ma

Tuo Zhang

Dajiang Zhu

Tianming Liu

Papers citing "Rectify ViT Shortcut Learning by Visual Saliency"

13 / 13 papers shown

Title
ExIQA: Explainable Image Quality Assessment Using Distortion Attributes Sepehr Kazemi Ranjbar Emad Fatemizadeh 34 0 0 10 Sep 2024
BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision Kit M. Bransby A. Beqiri Woo-Jin Cho Kim Jorge Oliveira A. Chartsias Alberto Gomez 41 1 0 27 Jun 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning Chong Ma Hanqi Jiang Wenting Chen Yiwei Li Zihao Wu ... Dajiang Zhu Tuo Zhang Dinggang Shen Tianming Liu Xiang Li 11 0 0 19 Mar 2024
GTA: Guided Transfer of Spatial Attention from Object-Centric Representations SeokHyun Seo Jinwoo Hong Jungwoo Chae Kyungyul Kim Sangheum Hwang 16 0 0 05 Jan 2024
Mitigating the Effect of Incidental Correlations on Part-based Learning Gaurav Bhatt Deepayan Das Leonid Sigal Vineeth N. Balasubramanian 8 4 0 30 Sep 2023
SAMAug: Point Prompt Augmentation for Segment Anything Model Haixing Dai Chong Ma Zhiling Yan Zheng Liu Enze Shi ... W. Liu Quanzheng Li Lichao Sun Shu Zhang Tianming Liu Xiang Li VLM 29 43 0 03 Jul 2023
Review of Large Vision Models and Visual Prompt Engineering Jiaqi Wang Zheng Liu Lin Zhao Zihao Wu Chong Ma ... Bao Ge Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang VLM LRM 51 141 0 03 Jul 2023
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification Bin Wang Hongyi Pan Armstrong Aboah Zheyu Zhang Elif Keles Drew A Torigian B. Turkbey Elizabeth A. Krupinski J. Udupa Ulas Bagci 15 19 0 29 May 2023
An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT Chong Ma Zihao Wu Jiaqi Wang Shaochen Xu Yaonai Wei ... Tuo Zhang Dajiang Zhu Dinggang Shen Tianming Liu Xiang Li MedIm LM&MA 10 96 0 17 Apr 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 21 19 0 24 Mar 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Rectifying the Shortcut Learning of Background for Few-Shot Learning Xu Luo Longhui Wei Liangjiang Wen Jinrong Yang Lingxi Xie Zenglin Xu Qi Tian 32 86 0 16 Jul 2021
Visual Saliency Transformer Nian Liu Ni Zhang Kaiyuan Wan Ling Shao Junwei Han ViT 246 346 0 25 Apr 2021