Balancing Act: Distribution-Guided Debiasing in Diffusion Models

Balancing Act: Distribution-Guided Debiasing in Diffusion Models

28 February 2024

Rishubh Parihar

Jogendra Nath Kundu

Papers citing "Balancing Act: Distribution-Guided Debiasing in Diffusion Models"

17 / 17 papers shown

Title
DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic Fusion Haoteng Li Zhao Yang Zezhong Qian Gongpeng Zhao Yuqi Huang Jun-chen Yu Huazheng Zhou Longjun Liu 43 1 0 03 May 2025
MirrorVerse: Pushing Diffusion Models to Realistically Reflect the World Ankit Dhiman Manan Shah R. V. Babu 12 0 0 21 Apr 2025
Compass Control: Multi Object Orientation Control for Text-to-Image Generation Rishubh Parihar Vaibhav Agrawal Sachidanand VS R. V. Babu DiffM 26 0 0 09 Apr 2025
Implicit Bias Injection Attacks against Text-to-Image Diffusion Models Huayang Huang Xiangye Jin Jiaxu Miao Yu Wu 29 0 0 02 Apr 2025
Proxy-Tuning: Tailoring Multimodal Autoregressive Models for Subject-Driven Image Generation Yi Wu Lingting Zhu Lei Liu Wandi Qiao Ziqiang Li Lequan Yu Bin Li DiffM 47 0 0 13 Mar 2025
Provable Uncertainty Decomposition via Higher-Order Calibration Gustaf Ahdritz Aravind Gollakota Parikshit Gopalan Charlotte Peale Udi Wieder UD UQCV PER 42 0 0 25 Dec 2024
VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation Saksham Singh Kushwaha Yapeng Tian DiffM VGen 71 2 0 14 Dec 2024
Decoding Diffusion: A Scalable Framework for Unsupervised Analysis of Latent Space Biases and Representations Using Natural Language Prompts E. Z. Zeng Yuhao Chen A. Wong DiffM 21 0 0 25 Oct 2024
GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models Moreno DÍncà E. Peruzzo Massimiliano Mancini Xingqian Xu Humphrey Shi N. Sebe 34 0 0 29 Aug 2024
PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control Rishubh Parihar VS Sachidanand Sabariswaran Mani Tejan Karmali R. V. Babu DiffM 26 11 0 24 Jul 2024
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models Lei Ren Haiteng Wang Yang Tang Yang Tang Chunhua Yang AI4TS AI4CE 27 4 0 16 Jul 2024
MoESD: Mixture of Experts Stable Diffusion to Mitigate Gender Bias Guorun Wang Lucia Specia DiffM MoE 24 0 0 25 Jun 2024
Studying Bias in GANs through the Lens of Race V. Maluleke Neerja Thakkar Tim Brooks Ethan Weber Trevor Darrell Alexei A. Efros Angjoo Kanazawa Devin Guillory 24 34 0 06 Sep 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 187 508 0 06 Dec 2021
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk OOD 27 25 0 15 Oct 2021
Improving the Fairness of Deep Generative Models without Retraining Shuhan Tan Yujun Shen Bolei Zhou 162 53 0 09 Dec 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018