FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations

13 February 2022

Papers citing "FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations"

23 / 23 papers shown

Title
Makeup-Guided Facial Privacy Protection via Untrained Neural Network Priors Fahad Shamshad Muzammal Naseer Karthik Nandakumar AAML PICV 36 1 0 20 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Naresh Boddeti 37 4 0 05 Aug 2024
Model Agnostic Hybrid Sharding For Heterogeneous Distributed Inference Claudio Angione Yue Zhao Harry Yang Ahmad Farhan Fielding Johnston James Buban Patrick Colangelo 42 1 0 29 Jul 2024
Concept Lens: Visually Analyzing the Consistency of Semantic Manipulation in GANs S. Jeong Mingwei Li Matthew Berger Shusen Liu 49 0 0 28 Jun 2024
Sampling Strategies for Mitigating Bias in Face Synthesis Methods Emmanouil Maragkoudakis Symeon Papadopoulos Iraklis Varlamis Christos Diou CVBM 24 0 0 18 May 2024
MIST: Mitigating Intersectional Bias with Disentangled Cross-Attention Editing in Text-to-Image Diffusion Models Hidir Yesiltepe Kiymet Akdemir Pinar Yanardag 29 3 0 28 Mar 2024
Balancing Act: Distribution-Guided Debiasing in Diffusion Models Rishubh Parihar Abhijnya Bhat Abhipsa Basu Saswat Mallick Jogendra Nath Kundu R. V. Babu 50 19 0 28 Feb 2024
Contrastive Prompts Improve Disentanglement in Text-to-Image Diffusion Models C. Wu Fernando de la Torre DiffM 29 2 0 21 Feb 2024
RS-Corrector: Correcting the Racial Stereotypes in Latent Diffusion Models Yue Jiang Yueming Lyu Tianxiang Ma Bo Peng Jing Dong 43 3 0 08 Dec 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 29 3 0 30 Sep 2023
ITI-GEN: Inclusive Text-to-Image Generation Cheng Zhang Xuanbai Chen Siqi Chai Chen Henry Wu Dmitry Lagun Thabo Beeler Fernando de la Torre VLM 30 52 0 11 Sep 2023
Fair GANs through model rebalancing for extremely imbalanced class distributions Anubhav Jain Nasir D. Memon Julian Togelius GAN 36 1 0 16 Aug 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs Anna Frühstück N. Sarafianos Yuanlu Xu Peter Wonka Tony Tung 50 20 0 28 Mar 2023
Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations Lukas Struppek Dominik Hintersdorf Felix Friedrich Manuel Brack P. Schramowski Kristian Kersting MIACV 30 2 0 16 Mar 2023
Uncovering Bias in Face Generation Models Cristian Muñoz Sara Zannone U. Mohammed Adriano Soares Koshiyama CVBM 19 5 0 22 Feb 2023
Taming Normalizing Flows Shimon Malnick S. Avidan Ohad Fried TPM DiffM 26 1 0 29 Nov 2022
Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey Otávio Parraga Martin D. Móre C. M. Oliveira Nathan Gavenski L. S. Kupssinskü Adilson Medronha L. V. Moura Gabriel S. Simões Rodrigo C. Barros 42 11 0 10 Nov 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models Chen Henry Wu Saman Motamed Shaunak Srivastava Fernando de la Torre VLM DiffM 21 34 0 14 Sep 2022
On Biased Behavior of GANs for Face Verification Sasikanth Kotti Mayank Vatsa Richa Singh CVBM 22 1 0 27 Aug 2022
Data Redaction from Pre-trained GANs Zhifeng Kong Kamalika Chaudhuri 53 16 0 29 Jun 2022
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 256 488 0 31 Dec 2020
Improving the Fairness of Deep Generative Models without Retraining Shuhan Tan Yujun Shen Bolei Zhou 180 59 0 09 Dec 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018