Human Attention in Fine-grained Classification

2 November 2021

Wenjia Xu

Papers citing "Human Attention in Fine-grained Classification"

22 / 22 papers shown

Title
Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification Jiahang Li Shibo Xue Yong Su 28 0 0 08 Apr 2025
PEPL: Precision-Enhanced Pseudo-Labeling for Fine-Grained Image Classification in Semi-Supervised Learning Bowen Tian Songning Lai Lujundong Li Zhihao Shuai Runwei Guan Tian Wu Yutao Yue VLM 24 0 0 05 Sep 2024
Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features Yao Rong David Scheerer Enkelejda Kasneci 40 0 0 16 May 2024
Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners Enkelejda Kasneci Hong Gao Suleyman Ozdel Virmarie Maquiling Enkeleda Thaqi Ka Hei Carrie Lau Yao Rong Gjergji Kasneci Efe Bozkir GP 32 3 0 23 Apr 2024
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention Suleyman Ozdel Yao Rong Mert Albaba Yen-Ling Kuo Xi Wang 20 4 0 10 Apr 2024
Demonstration of MaskSearch: Efficiently Querying Image Masks for Machine Learning Workflows Lindsey Linxi Wei Chung Yik Edward Yeung Hongjian Yu Jingchuan Zhou Dong He Magdalena Balazinska OOD 16 0 0 09 Apr 2024
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training Shizhan Gong Qi Dou Farzan Farnia FAtt 35 2 0 06 Apr 2024
Extracting Human Attention through Crowdsourced Patch Labeling Minsuk Chang Seokhyeon Park Hyeon Jeon Aeri Cho S. Lee Jinwook Seo 26 0 0 22 Mar 2024
When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis Sahar Moradizeyveh Mehnaz Tabassum Sidong Liu Robert Ahadizad Newport Amin Beheshti A. Di Ieva 23 4 0 12 Mar 2024
FocusCLIP: Multimodal Subject-Level Guidance for Zero-Shot Transfer in Human-Centric Tasks Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem F. Tombari Luc Van Gool Didier Stricker Muhammad Zeshan Afzal VLM CLIP 33 3 0 11 Mar 2024
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise Yao Rong Peizhu Qian Vaibhav Unhelkar Enkelejda Kasneci 30 0 0 19 Dec 2023
Interpretability is in the eye of the beholder: Human versus artificial classification of image segments generated by humans versus XAI Romy Müller Marius Thoss Julian Ullrich Steffen Seitz Carsten Knoll 16 3 0 21 Nov 2023
Do humans and Convolutional Neural Networks attend to similar areas during scene classification: Effects of task and image type Romy Müller Marcel Duerschmidt Julian Ullrich Carsten Knoll Sascha Weber Steffen Seitz HAI 13 6 0 25 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 25 21 0 29 May 2023
Explanation Strategies for Image Classification in Humans vs. Current Explainable AI Ruoxi Qi Yueyuan Zheng Yi Yang Caleb Chen Cao J. H. Hsiao 14 5 0 10 Apr 2023
Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts Dongyoon Han Junsuk Choe Dante Chun John Joon Young Chung Minsuk Chang Sangdoo Yun Jean Y. Song Seong Joon Oh OOD 424 4 1 30 Mar 2023
Does Attention Mechanism Possess the Feature of Human Reading? A Perspective of Sentiment Classification Task Leilei Zhao Yingyi Zhang Chengzhi Zhang 14 2 0 08 Sep 2022
Improving Disease Classification Performance and Explainability of Deep Learning Models in Radiology with Heatmap Generators A. Watanabe Sara Ketabi Khashayar Namdar Namdar Farzad Khalvati 14 8 0 28 Jun 2022
Rectify ViT Shortcut Learning by Visual Saliency Chong Ma Lin Zhao Yuzhong Chen David Liu Xi Jiang Tuo Zhang Xintao Hu Dinggang Shen Dajiang Zhu Tianming Liu ViT 25 20 0 17 Jun 2022
Where and What: Driver Attention-based Object Detection Yao Rong Naemi-Rebecca Kassautzki Wolfgang Fuhl Enkelejda Kasneci 19 5 0 26 Apr 2022
Cross-X Learning for Fine-Grained Visual Categorization W. Luo Xitong Yang Xianjie Mo Yuheng Lu L. Davis Jun Li Jian Yang Ser-Nam Lim 77 193 0 10 Sep 2019
Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition Ming-hui Sun Yuchen Yuan Feng Zhou Errui Ding 123 350 0 14 Jun 2018