Improving Fairness in Image Classification via Sketching

Improving Fairness in Image Classification via Sketching

31 October 2022

Ziteng Cui

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Papers citing "Improving Fairness in Image Classification via Sketching"

11 / 11 papers shown

Title
Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression Kuniko Paxton Koorosh Aslansefat Dhavalkumar Thakker Y. Papadopoulos 39 0 0 13 Jun 2025
Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning Yifan Liu Ruichen Yao Y. Liu Ruohan Zong Hui Yuan Yang Zhang Dong Wang CVBM 94 0 0 03 May 2025
Diminishing Stereotype Bias in Image Generation Model using Reinforcemenlent Learning Feedback Xin Chen Virgile Foussereau EGVM 88 0 0 27 Jun 2024
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis Qingpeng Kong Ching-Hao Chiu Dewen Zeng Yu-Jen Chen Tsung-Yi Ho Jingtong Hu Yiyu Shi 86 0 0 14 May 2024
Debiased Noise Editing on Foundation Models for Fair Medical Image Classification Ruinan Jin Wenlong Deng Minghui Chen Xiaoxiao Li MedIm 92 2 0 10 Mar 2024
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation Zikang Xu Fenghe Tang Quan Quan Qingsong Yao S. Kevin Zhou 113 4 0 08 Mar 2024
A Large-Scale Empirical Study on Improving the Fairness of Image Classification Models Junjie Yang Jiajun Jiang Zeyu Sun Junjie Chen 76 3 0 08 Jan 2024
Open Vocabulary Semantic Scene Sketch Understanding Ahmed Bourouis Judith E. Fan Yulia Gryaditskaya VLM 3DV 78 1 0 18 Dec 2023
Model-Agnostic Gender Debiased Image Captioning Yusuke Hirota Yuta Nakashima Noa Garcia FaML 125 18 0 07 Apr 2023
FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification Zikang Xu Shang Zhao Quan Quan Qingsong Yao S. Kevin Zhou 137 14 0 15 Mar 2023
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review Zikang Xu Jun Li Yongshuo Zong Han Li Qingsong Yao S. Kevin Zhou 190 21 0 27 Sep 2022