v1v2 (latest)

Elucidating the Design Space of Diffusion-Based Generative Models

1 June 2022

Papers citing "Elucidating the Design Space of Diffusion-Based Generative Models"

50 / 1,449 papers shown

Title
Learned Reference-based Diffusion Sampling for multi-modal distributions Maxence Noble Louis Grenioux Marylou Gabrié Alain Durmus DiffM 138 6 0 25 Oct 2024
Structured Diffusion Models with Mixture of Gaussians as Prior Distribution Nanshan Jia Tingyu Zhu Haoyu Liu Zeyu Zheng DiffM 53 3 0 24 Oct 2024
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing Haonan Lin Mengmeng Wang Jiahao Wang Wenbin An Yan Chen Yong Liu Feng Tian Guang Dai Jingdong Wang Qianying Wang DiffM 109 12 0 24 Oct 2024
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances Shilin Lu Zihan Zhou Jiayou Lu Yuanzhi Zhu A. Kong WIGM 147 15 0 24 Oct 2024
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences Weijian Luo EGVM 125 9 0 24 Oct 2024
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? Jiahua Dong Wenqi Liang Hongliu Li Duzhen Zhang Meng Cao Henghui Ding Salman Khan Fahad Shahbaz Khan DiffM 90 13 0 23 Oct 2024
Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech Danilo de Oliveira Julius Richter Jean-Marie Lemercier Simon Welker Timo Gerkmann DiffM 74 2 0 23 Oct 2024
One-Step Diffusion Distillation through Score Implicit Matching Weijian Luo Zemin Huang Zhengyang Geng J. Zico Kolter Guo-Jun Qi DiffM 92 21 0 22 Oct 2024
Annotation-Free MIDI-to-Audio Synthesis via Concatenative Synthesis and Generative Refinement Osamu Take Taketo Akama 71 0 0 22 Oct 2024
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 187 0 0 21 Oct 2024
Elucidating the design space of language models for image generation Xuantong Liu Shaozhe Hao Xianbiao Qi Tianyang Hu Jun Wang Rong Xiao Yuan Yao VLM 82 3 0 21 Oct 2024
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models Giannis Daras Weili Nie Karsten Kreis A. Dimakis Morteza Mardani Nikola B. Kovachki Arash Vahdat DiffM 116 10 0 21 Oct 2024
FastSTI: A Fast Conditional Pseudo Numerical Diffusion Model for Spatio-temporal Traffic Data Imputation Shaokang Cheng Nada Osman Shiru Qu Lamberto Ballan DiffM 51 1 0 20 Oct 2024
ConSinger: Efficient High-Fidelity Singing Voice Generation with Minimal Steps Yulin Song Guorui Sang Jing Yu Chuangbai Xiao DiffM 66 1 0 20 Oct 2024
Adversarial Training: A Survey Mengnan Zhao Lihe Zhang Jingwen Ye Huchuan Lu Baocai Yin Xinchao Wang AAML 84 1 0 19 Oct 2024
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step Mingyuan Zhou Huangjie Zheng Yi Gu Zhendong Wang Hai Huang DiffM 102 14 0 19 Oct 2024
Truncated Consistency Models Sangyun Lee Yilun Xu Tomas Geffner Giulia Fanti Karsten Kreis Arash Vahdat Weili Nie 147 4 0 18 Oct 2024
JAMUN: Transferable Molecular Conformational Ensemble Generation with Walk-Jump Sampling Ameya Daigavane Bodhi P. Vani Saeed Saremi J. Kleinhenz Joshua Rackers 75 1 0 18 Oct 2024
ANT: Adaptive Noise Schedule for Time Series Diffusion Models Seunghan Lee Kibok Lee Taeyoung Park AI4TS DiffM 90 5 0 18 Oct 2024
Stochastic Flow Matching for Resolving Small-Scale Physics Stathi Fotiadis Noah D. Brenowitz Tomas Geffner Y. Cohen Michael Pritchard Arash Vahdat Morteza Mardani DiffM 49 1 0 17 Oct 2024
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model ZiDong Wang Zeyu Lu Di Huang Cai Zhou Wanli Ouyang and Lei Bai 126 6 0 17 Oct 2024
GraspDiffusion: Synthesizing Realistic Whole-body Hand-Object Interaction Patrick Kwon Hanbyul Joo 63 4 0 17 Oct 2024
On the Relation Between Linear Diffusion and Power Iteration Dana Weitzner M. Delbracio P. Milanfar Raja Giryes DiffM 80 0 0 16 Oct 2024
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain Fengpeng Li Kemou Li Haiwei Wu Jinyu Tian Jiantao Zhou AAML 113 1 0 16 Oct 2024
TV-3DG: Mastering Text-to-3D Customized Generation with Visual Prompt Jiahui Yang Donglin Di Baorui Ma Xun Yang Yongjia Ma ... Wei Chen Jianxun Cui Zhou Xue Meng Wang Yebin Liu DiffM 76 2 0 16 Oct 2024
Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems Jason Hu Bowen Song Jeffrey A. Fessler Liyue Shen DiffM 83 5 0 15 Oct 2024
Shallow diffusion networks provably learn hidden low-dimensional structure Nicholas M. Boffi Arthur Jacot Stephen Tu Ingvar M. Ziemann DiffM 88 3 0 15 Oct 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 107 3 0 15 Oct 2024
A Simple Approach to Unifying Diffusion-based Conditional Generation Xirui Li Charles Herrmann Kelvin C.K. Chan Yinxiao Li Deqing Sun Chao Ma Ming-Hsuan Yang DiffM VLM 156 1 0 15 Oct 2024
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs Severi Rissanen Markus Heinonen Arno Solin DiffM 426 3 0 15 Oct 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Ziyue Li Dinesh Manocha MoE 163 19 0 14 Oct 2024
Enhancing JEPAs with Spatial Conditioning: Robust and Efficient Representation Learning Etai Littwin Vimal Thilak Anand Gopalakrishnan 141 8 0 14 Oct 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Zhekai Zhang Ligeng Zhu Yaojie Lu Song Han VLM 144 88 0 14 Oct 2024
Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling Wenze Liu Le Zhuo Yi Xin Sheng Xia Peng Gao Xiangyu Yue 134 9 0 14 Oct 2024
Asymptotic Analysis of Sample-averaged Q-learning Saunak Kumar Panda Ruiqi Liu Yisha Xiang OnRL 134 11 0 14 Oct 2024
How to Backdoor Consistency Models? Chengen Wang Murat Kantarcioglu DiffM AAML 483 1 0 14 Oct 2024
Variational Diffusion Posterior Sampling with Midpoint Guidance Badr Moufad Yazid Janati Lisa Bedin Alain Durmus Randal Douc Eric Moulines Jimmy Olsson DiffM 50 5 0 13 Oct 2024
E-Motion: Future Motion Simulation via Event Sequence Diffusion Song Wu Zhiyu Zhu Junhui Hou Guangming Shi Jinjian Wu DiffM VGen 79 1 0 11 Oct 2024
CryoFM: A Flow-based Foundation Model for Cryo-EM Densities Yi Zhou Yilai Li Jing Yuan Quanquan Gu 85 1 0 11 Oct 2024
Diffusion Models Need Visual Priors for Image Generation Xiaoyu Yue Zidong Wang Zeyu Lu S. Sun Meng Wei Wanli Ouyang Junlin Wu Luping Zhou VLM 101 1 0 11 Oct 2024
Emerging Pixel Grounding in Large Multimodal Models Without Grounding Supervision Shengcao Cao Liang-Yan Gui Yu-Xiong Wang 93 3 0 10 Oct 2024
Simple ReFlow: Improved Techniques for Fast Flow Models Beomsu Kim Yu-Guan Hsieh Michal Klein Marco Cuturi Jong Chul Ye Bahjat Kawar James Thornton VLM 86 12 0 10 Oct 2024
$$\textit{Jump Your Steps}$: Optimizing Sampling Schedule of Discrete Diffusion Models$ $\textit{Jump Your Steps}$ : Optimizing Sampling Schedule of Discrete Diffusion Models Yong-Hyun Park Chieh-Hsin Lai Satoshi Hayakawa Yuhta Takida Yuki Mitsufuji 93 7 0 10 Oct 2024
InstantIR: Blind Image Restoration with Instant Generative Reference Jen-Yuan Huang Haofan Wang Qixun Wang Xu Bai Hao Ai Peng-Fei Xing Jen-tse Huang 49 1 0 09 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 205 102 0 09 Oct 2024
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector Jinghan Li Yuan Gao Jinda Lu Sihang Li Congcong Wen Hui Lin Xiang Wang 141 3 0 09 Oct 2024
AP-LDM: Attentive and Progressive Latent Diffusion Model for Training-Free High-Resolution Image Generation Boyuan Cao Jiaxin Ye Yujie Wei Hongming Shan 88 4 0 08 Oct 2024
Training-free Diffusion Model Alignment with Sampling Demons Po-Hung Yeh Kuang-Huei Lee Jun-Cheng Chen 104 9 0 08 Oct 2024
ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler Serin Yang Taesung Kwon Jong Chul Ye VGen DiffM 118 7 0 08 Oct 2024
Think While You Generate: Discrete Diffusion with Planned Denoising Sulin Liu Juno Nam Andrew Campbell Hannes Stärk Yilun Xu Tommi Jaakkola Rafael Gómez-Bombarelli DiffM 159 12 0 08 Oct 2024