Elucidating the Exposure Bias in Diffusion Models

29 August 2023

Papers citing "Elucidating the Exposure Bias in Diffusion Models"

27 / 27 papers shown

Title
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 26 0 0 15 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 60 0 0 15 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Y. Zhang Bingqi Ma Lujundong Li D. Jiang Zhuofan Zong Y. Liu DiffM 40 0 0 15 Apr 2025
ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency Yang Ren Hai Jiang Menglong Yang W. Li Shuaicheng Liu DiffM 40 0 0 25 Mar 2025
Understanding Flatness in Generative Models: Its Role and Benefits Taehwan Lee Kyeongkook Seo Jaejun Yoo Sung Whan Yoon DiffM 51 0 0 14 Mar 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
Understanding the Quality-Diversity Trade-off in Diffusion Language Models Zak Buzzard DiffM 40 0 0 11 Mar 2025
Exposure Bias Reduction for Enhancing Diffusion Transformer Feature Caching Zhen Zou Hu Yu Jie Xiao Feng Zhao 37 0 0 10 Mar 2025
Towards More Accurate Personalized Image Generation: Addressing Overfitting and Evaluation Bias Mingxiao Li Tingyu Qu Tinne Tuytelaars Marie-Francine Moens EGVM 41 0 0 09 Mar 2025
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute Sotiris Anagnostidis Gregor Bachmann Yeongmin Kim Jonas Kohler Markos Georgopoulos A. Sanakoyeu Yuming Du Albert Pumarola Ali K. Thabet Edgar Schönfeld 76 0 0 27 Feb 2025
Improved Diffusion-based Generative Model with Better Adversarial Robustness Zekun Wang Mingyang Yi Shuchen Xue Z. Li Ming Liu Bing Qin Zhi-Ming Ma DiffM 37 0 0 24 Feb 2025
Imit Diff: Semantics Guided Diffusion Transformer with Dual Resolution Fusion for Imitation Learning Yuhang Dong Haizhou Ge Yupei Zeng J. Zhang Beiwen Tian ... Yufei Jia Ruixiang Wang Ran Yi Guyue Zhou Longhua Ma 51 0 0 11 Feb 2025
Comparative Analysis of Diffusion Generative Models in Computational Pathology Denisha Thakkar Vincent Quoc-Huy Trinh Sonal Varma Samira Ebrahimi Kahou Hassan Rivaz Mahdi S. Hosseini MedIm 67 0 0 24 Nov 2024
Conditional Synthesis of 3D Molecules with Time Correction Sampler Hojung Jung Youngrok Park Laura Schmid Jaehyeong Jo Dongkyu Lee Bongsang Kim Se-Young Yun Jinwoo Shin DiffM 29 4 0 01 Nov 2024
DPLM-2: A Multimodal Diffusion Protein Language Model X. Wang Zaixiang Zheng Fei Ye Dongyu Xue Shujian Huang Quanquan Gu 20 13 0 17 Oct 2024
Mitigating Exposure Bias in Score-Based Generation of Molecular Conformations Sijia Wang Chen Wang Zhenhao Zhao Jiqiang Zhang Weiran Cai 16 0 0 21 Sep 2024
Timestep-Aware Correction for Quantized Diffusion Models Yuzhe Yao Feng Tian Jun Chen Haonan Lin Guang Dai Yong Liu Jingdong Wang DiffM MQ 25 4 0 04 Jul 2024
Diffusion Boosted Trees Xizewen Han Mingyuan Zhou AI4CE 29 0 0 03 Jun 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 43 5 0 30 May 2024
Diffusion Rejection Sampling Byeonghu Na Yeongmin Kim Minsang Park DongHyeok Shin Wanmo Kang Il-Chul Moon 25 2 0 28 May 2024
Animate Your Motion: Turning Still Images into Dynamic Videos Mingxiao Li Bo Wan Marie-Francine Moens Tinne Tuytelaars VGen DiffM 27 4 0 15 Mar 2024
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties Jingyuan Sun Mingxiao Li Zijiao Chen Marie-Francine Moens VGen 19 7 0 02 Feb 2024
DREAM: Diffusion Rectification and Estimation-Adaptive Models Jinxin Zhou Tianyu Ding Tianyi Chen Jiachen Jiang Ilya Zharkov Zhihui Zhu Luming Liang 10 7 0 30 Nov 2023
Fair Text-to-Image Diffusion via Fair Mapping Jia Li Lijie Hu Jingfeng Zhang Tianhang Zheng Hua Zhang Di Wang 33 12 0 29 Nov 2023
Mitigating Exposure Bias in Discriminator Guided Diffusion Models Eleftherios Tsonis Paraskevi Tzouveli Athanasios Voulodimos DiffM 8 2 0 18 Nov 2023
Poisson Flow Generative Models Yilun Xu Ziming Liu M. Tegmark Tommi Jaakkola 82 81 0 22 Sep 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018