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Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image
  Classification
v1v2 (latest)

Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification

IEEE International Conference on Computer Vision (ICCV), 2022
16 December 2022
Ming-Chang Chiu
Pin-Yu Chen
Xuezhe Ma
ArXiv (abs)PDFHTML

Papers citing "Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification"

7 / 7 papers shown
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation
Yooshin Cho
Hanbyel Cho
Janghyeon Lee
H. Hong
Jaesung Ahn
Junmo Kim
137
0
0
27 Jul 2025
MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language
  Models
MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language Models
Ming-Chang Chiu
Shicheng Wen
Pin-Yu Chen
Xuezhe Ma
319
1
0
05 Dec 2024
Effective Guidance for Model Attention with Simple Yes-no Annotations
Effective Guidance for Model Attention with Simple Yes-no AnnotationsBigData Congress [Services Society] (BSS), 2024
Seongmin Lee
Ali Payani
Duen Horng Chau
FAtt
388
0
0
29 Oct 2024
Fairness and Bias Mitigation in Computer Vision: A Survey
Fairness and Bias Mitigation in Computer Vision: A Survey
Sepehr Dehdashtian
Ruozhen He
Yi Li
Guha Balakrishnan
Nuno Vasconcelos
Vicente Ordonez
Vishnu Boddeti
351
13
0
05 Aug 2024
DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In
  Machine-Assisted Skin Disease Detection
DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In Machine-Assisted Skin Disease DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Ming-Chang Chiu
Yingfei Wang
Yen-Ju Kuo
Pin-Yu Chen
144
6
0
24 Jan 2024
VideoPoet: A Large Language Model for Zero-Shot Video Generation
VideoPoet: A Large Language Model for Zero-Shot Video Generation
Dan Kondratyuk
Lijun Yu
Xiuye Gu
José Lezama
Jonathan Huang
...
Irfan Essa
Huisheng Wang
David A. Ross
Bryan Seybold
Lu Jiang
VGen
532
402
0
21 Dec 2023
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
2.5K
19,805
0
16 Feb 2016
1