VisCUIT: Visual Auditor for Bias in CNN Image Classifier

VisCUIT: Visual Auditor for Bias in CNN Image Classifier

12 April 2022

Duen Horng Chau

Papers citing "VisCUIT: Visual Auditor for Bias in CNN Image Classifier"

10 / 10 papers shown

Title
VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis Xinyuan Yan Xiwei Xuan Jorge Henrique Piazentin Ono Jiajing Guo V. Mohanty Shekar Arvind Kumar Liang Gou Bei Wang Liu Ren 32 0 0 06 May 2025
Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni Tyler Zhu Olga Russakovsky V. V. Ramaswamy 34 0 0 25 Mar 2025
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Naresh Boddeti 29 4 0 05 Aug 2024
AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding Xiwei Xuan Jorge Henrique Piazentin Ono Liang Gou Kwan-Liu Ma Liu Ren 48 0 0 12 Jan 2024
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements Samantha Robertson Zijie J. Wang Dominik Moritz Mary Beth Kery Fred Hohman 18 15 0 12 Apr 2023
Variation of Gender Biases in Visual Recognition Models Before and After Finetuning Jaspreet Ranjit Tianlu Wang Baishakhi Ray Vicente Ordonez 31 2 0 14 Mar 2023
Discovering and Mitigating Visual Biases through Keyword Explanation Younghyun Kim Sangwoo Mo Minkyu Kim Kyungmin Lee Jaeho Lee Jinwoo Shin 26 30 0 26 Jan 2023
Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 11 0 0 28 Nov 2022
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 120 200 0 05 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019