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
Flow Score Distillation for Diverse Text-to-3D Generation Runjie Yan Kailu Wu Kaisheng Ma 81 3 0 16 May 2024
FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation Jianyi Chen Wei Xue Xu Tan Zhen Ye Qi-fei Liu Yi-Ting Guo 70 2 0 13 May 2024
Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation Aaditya Prasad Kevin Qinghong Lin Jimmy Wu Linqi Zhou Jeannette Bohg 112 63 0 13 May 2024
Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems Katsiaryna Haitsiukevich O. Poyraz Pekka Marttinen Alexander Ilin DiffM 96 3 0 11 May 2024
PUMA: margin-based data pruning Javier Maroto Pascal Frossard AAML 83 1 0 10 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 132 45 0 09 May 2024
Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers Peng Gao Le Zhuo Ziyi Lin Ruoyi Du Xu Luo ... Weicai Ye He Tong Jingwen He Yu Qiao Hongsheng Li VGen 107 91 0 09 May 2024
FuXi-ENS: A machine learning model for medium-range ensemble weather forecasting Xiaohui Zhong Lei Chen Hao Li Jun Liu Xu Fan ... Kan Dai Jing-Jia Luo Jie Wu Yuan Qi Bo Lu AI4Cl 92 12 0 09 May 2024
StableMoFusion: Towards Robust and Efficient Diffusion-based Motion Generation Framework Yiheng Huang Hui Yang Chuanchen Luo Yuxi Wang Shibiao Xu Zhaoxiang Zhang Man Zhang Junran Peng VGen 114 14 0 09 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Jiaxin Wu Zhen Lei Zhaoxiang Zhang Zhen Lei Qing Li EGVM 260 22 0 09 May 2024
Imagine Flash: Accelerating Emu Diffusion Models with Backward Distillation Jonas Kohler Albert Pumarola Edgar Schönfeld A. Sanakoyeu Roshan Sumbaly Peter Vajda Ali K. Thabet 101 28 0 08 May 2024
Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer Zhuoyi Yang Heyang Jiang Wenyi Hong Jiayan Teng Wendi Zheng Yuxiao Dong Ming Ding Jie Tang SupR 65 6 0 07 May 2024
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models Eloi Moliner Jean-Marie Lemercier Simon Welker Timo Gerkmann Vesa Valimaki DiffM 93 4 0 07 May 2024
Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model Joo Young Choi Jaesung R. Park Inkyu Park Jaewoong Cho Albert No Ernest K. Ryu AI4CE 119 5 0 07 May 2024
Video Diffusion Models: A Survey Andrew Melnik Michal Ljubljanac Cong Lu Qi Yan Weiming Ren Helge J. Ritter VGen 153 16 0 06 May 2024
Efficient Text-driven Motion Generation via Latent Consistency Training Mengxian Hu Minghao Zhu Xun Zhou Qingqing Yan Shu Li Chengju Liu Qi Chen 81 2 0 05 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 98 1 0 01 May 2024
Semantically Consistent Video Inpainting with Conditional Diffusion Models Dylan Green William Harvey Saeid Naderiparizi Matthew Niedoba Yunpeng Liu ... Vasileios Lioutas Setareh Dabiri Adam Scibior Berend Zwartsenberg Frank Wood DiffM 127 1 0 30 Apr 2024
Stylus: Automatic Adapter Selection for Diffusion Models Michael Luo Justin Wong Brandon Trabucco Yanping Huang Joseph E. Gonzalez Zhifeng Chen Ruslan Salakhutdinov Ion Stoica DiffM 92 7 0 29 Apr 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 132 45 0 29 Apr 2024
Generative Diffusion-based Downscaling for Climate Robbie A. Watt Laura A. Mansfield DiffM 99 5 0 27 Apr 2024
CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 87 3 0 25 Apr 2024
PuLID: Pure and Lightning ID Customization via Contrastive Alignment Zinan Guo Yanze Wu Zhuowei Chen Lang Chen Qian He DiffM 115 66 0 24 Apr 2024
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations Kaiwen Xue Yuhao Zhou Shen Nie Xu Min Xiaolu Zhang Jun Zhou Chongxuan Li DiffM 115 15 0 24 Apr 2024
MatFusion: A Generative Diffusion Model for SVBRDF Capture Sam Sartor Pieter Peers 74 31 0 24 Apr 2024
GLoD: Composing Global Contexts and Local Details in Image Generation Moyuru Yamada DiffM 44 1 0 23 Apr 2024
FlashSpeech: Efficient Zero-Shot Speech Synthesis Zhen Ye Zeqian Ju Haohe Liu Xu Tan Jianyi Chen ... Weizhen Bian Shulin He Qi-fei Liu Yi-Ting Guo Wei Xue 104 20 0 23 Apr 2024
Interactive Visual Learning for Stable Diffusion Seongmin Lee Benjamin Hoover Hendrik Strobelt Zijie J. Wang Sheng-Hsuan Peng Austin P. Wright Kevin Wenliang Li Haekyu Park Haoyang Yang Polo Chau 27 1 0 22 Apr 2024
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models Amirmojtaba Sabour Sanja Fidler Karsten Kreis DiffM 101 37 0 22 Apr 2024
Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion Alexander Shmakov Kevin Greif M. Fenton A. Ghosh Pierre Baldi D. Whiteson DiffM 212 10 0 22 Apr 2024
Accelerating Image Generation with Sub-path Linear Approximation Model Chen Xu Tian-Shu Song Weixin Feng Xubin Li Tiezheng Ge Bo Zheng Limin Wang 86 13 0 22 Apr 2024
Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective Yiming Liu Kezhao Liu Yao Xiao Ziyi Dong Xiaogang Xu Pengxu Wei Liang Lin DiffM 81 2 0 22 Apr 2024
Motion-aware Latent Diffusion Models for Video Frame Interpolation Zhilin Huang Yijie Yu Ling Yang C. Qin Bing Zheng Xiawu Zheng Zikun Zhou Yaowei Wang Wenming Yang VGen DiffM 88 9 0 21 Apr 2024
Accelerating the Generation of Molecular Conformations with Progressive Distillation of Equivariant Latent Diffusion Models Romain Lacombe Neal Vaidya 50 0 0 21 Apr 2024
Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models Georges Le Bellier Nicolas Audebert 80 8 0 19 Apr 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 143 16 0 19 Apr 2024
Lazy Diffusion Transformer for Interactive Image Editing Yotam Nitzan Zongze Wu Richard Zhang Eli Shechtman Daniel Cohen-Or Taesung Park Michael Gharbi 90 11 0 18 Apr 2024
Learning the Domain Specific Inverse NUFFT for Accelerated Spiral MRI using Diffusion Models Trevor J. Chan C. Rajapakse MedIm DiffM 32 0 0 18 Apr 2024
Customizing Text-to-Image Diffusion with Camera Viewpoint Control Nupur Kumari Grace Su Richard Zhang Taesung Park Eli Shechtman Jun-Yan Zhu DiffM 94 5 0 18 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 114 2 0 17 Apr 2024
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset Nicolò Di Domenico Guido Borghi Annalisa Franco Davide Maltoni CVBM 90 8 0 17 Apr 2024
Molecular relaxation by reverse diffusion with time step prediction Khaled Kahouli Stefaan S. P. Hessmann Klaus-Robert Muller Shinichi Nakajima Stefan Gugler Niklas W. A. Gebauer DiffM 84 6 0 16 Apr 2024
SparseDM: Toward Sparse Efficient Diffusion Models Kafeng Wang Jianfei Chen He Li Zhenpeng Mi Jun-Jie Zhu DiffM 195 10 0 16 Apr 2024
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies Brian Bartoldson James Diffenderfer Konstantinos Parasyris B. Kailkhura AAML 134 19 0 14 Apr 2024
Taming Stable Diffusion for Text to 360° Panorama Image Generation Cheng Zhang Qianyi Wu Camilo Cruz Gambardella Xiaoshui Huang Dinh Q. Phung Wanli Ouyang Jianfei Cai MDE 92 9 0 11 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 124 59 0 11 Apr 2024
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models Tuomas Kynkaanniemi M. Aittala Tero Karras S. Laine Timo Aila J. Lehtinen 77 80 0 11 Apr 2024
Diffusion posterior sampling for simulation-based inference in tall data settings J. Linhart Gabriel Victorino Cardoso Alexandre Gramfort Sylvain Le Corff Pedro L. C. Rodrigues DiffM 77 6 0 11 Apr 2024
RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion Jaidev Shriram Alex Trevithick Lingjie Liu Ravi Ramamoorthi DiffM 3DGS 165 59 0 10 Apr 2024
ZeST: Zero-Shot Material Transfer from a Single Image Ta-Ying Cheng Prafull Sharma Andrew Markham Niki Trigoni Varun Jampani 80 11 0 09 Apr 2024