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
CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems Jiankun Zhao Bowen Song Liyue Shen DiffM 98 5 0 17 Jul 2024
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning Xu-Hui Liu Tian-Shuo Liu Shengyi Jiang Ruifeng Chen Zhilong Zhang Xinwei Chen Yang Yu OffRL OnRL 90 3 0 17 Jul 2024
VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control Sherwin Bahmani Ivan Skorokhodov Aliaksandr Siarohin Willi Menapace Guocheng Qian ... Chaoyang Wang Jiaxu Zou Andrea Tagliasacchi David B. Lindell Sergey Tulyakov VGen DiffM 207 50 0 17 Jul 2024
Self-Guided Generation of Minority Samples Using Diffusion Models Soobin Um Jong Chul Ye DiffM 90 7 0 16 Jul 2024
CycleHOI: Improving Human-Object Interaction Detection with Cycle Consistency of Detection and Generation Yisen Wang Yao Teng Limin Wang DiffM 118 1 0 16 Jul 2024
Zero-Shot Adaptation for Approximate Posterior Sampling of Diffusion Models in Inverse Problems Yasar Utku Alçalar Mehmet Akçakaya DiffM 71 3 0 16 Jul 2024
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 129 0 0 15 Jul 2024
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems Hyungjin Chung Jong Chul Ye DiffM 112 7 0 15 Jul 2024
VividDreamer: Invariant Score Distillation For Hyper-Realistic Text-to-3D Generation Wenjie Zhuo Fan Ma Hehe Fan Yi Yang DiffM 98 8 0 13 Jul 2024
On Exact Bit-level Reversible Transformers Without Changing Architectures Guoqiang Zhang J. P. Lewis W. Kleijn MQ AI4CE 88 0 0 12 Jul 2024
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training Yunshu Wu Yingtao Luo Xianghao Kong Evangelos E. Papalexakis Greg Ver Steeg DiffM 91 2 0 12 Jul 2024
Surgical Text-to-Image Generation C. Nwoye Rupak Bose K. Elgohary Lorenzo Arboit Giorgio Carlino Joël L. Lavanchy Pietro Mascagni N. Padoy MedIm 153 4 0 12 Jul 2024
Several questions of visual generation in 2024 Shuyang Gu 70 1 0 11 Jul 2024
Generative Image as Action Models Mohit Shridhar Yat Long Lo Stephen James 130 12 0 10 Jul 2024
VIMI: Grounding Video Generation through Multi-modal Instruction Yuwei Fang Willi Menapace Aliaksandr Siarohin Tsai-Shien Chen Kuan-Chien Wang Ivan Skorokhodov Graham Neubig Sergey Tulyakov VGen 166 2 0 08 Jul 2024
Accelerating Diffusion for SAR-to-Optical Image Translation via Adversarial Consistency Distillation Xinyu Bai Feng Xu 54 3 0 08 Jul 2024
Multimodal Diffusion Transformer: Learning Versatile Behavior from Multimodal Goals Moritz Reuss Ömer Erdinç Yagmurlu Fabian Wenzel Rudolf Lioutikov OffRL 113 52 0 08 Jul 2024
Image-Conditional Diffusion Transformer for Underwater Image Enhancement Xingyang Nie Su Pan Xiaoyu Zhai Shifei Tao Fengzhong Qu Biao Wang Huilin Ge Guojie Xiao 79 2 0 07 Jul 2024
TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation Jian Qian Miao Sun Sifan Zhou Biao Wan Minhao Li Patrick Chiang 125 10 0 05 Jul 2024
Speed-accuracy relations for diffusion models: Wisdom from nonequilibrium thermodynamics and optimal transport Kotaro Ikeda Tomoya Uda Daisuke Okanohara Sosuke Ito DiffM 94 1 0 05 Jul 2024
Solutions to Deepfakes: Can Camera Hardware, Cryptography, and Deep Learning Verify Real Images? Alexander Vilesov Yuan Tian Nader Sehatbakhsh A. Kadambi 80 2 0 04 Jul 2024
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents Yilun Xu Gabriele Corso Tommi Jaakkola Arash Vahdat Karsten Kreis 104 14 0 03 Jul 2024
Improved Noise Schedule for Diffusion Training Tiankai Hang Shuyang Gu DiffM 93 18 0 03 Jul 2024
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency Ling Yang Zixiang Zhang Zhilong Zhang Xingchao Liu Minkai Xu Wentao Zhang Chenlin Meng Stefano Ermon Bin Cui 91 25 0 02 Jul 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Yuchen Li Fan Ma Zongxin Yang Yue Yang 182 11 0 02 Jul 2024
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models Seyedmorteza Sadat Manuel Kansy Otmar Hilliges Romann M. Weber 106 14 0 02 Jul 2024
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing Bingliang Zhang Wenda Chu Julius Berner Chenlin Meng Anima Anandkumar Yang Song DiffM 125 46 0 01 Jul 2024
E.T. the Exceptional Trajectories: Text-to-camera-trajectory generation with character awareness Robin Courant Nicolas Dufour Xi Wang Marc Christie Vicky Kalogeiton VGen 104 5 0 01 Jul 2024
Pictures Of MIDI: Controlled Music Generation via Graphical Prompts for Image-Based Diffusion Inpainting Scott H. Hawley 89 2 0 01 Jul 2024
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations Weimin Bai Yifei Wang Wenzheng Chen He Sun 118 12 0 01 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 106 24 0 30 Jun 2024
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models Sangwoong Yoon Himchan Hwang Dohyun Kwon Yung-Kyun Noh Frank C. Park 94 3 0 30 Jun 2024
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness Yiquan Li Zhongzhu Chen Kun Jin Jiongxiao Wang Bo Li Chaowei Xiao DiffM 91 2 0 30 Jun 2024
LCSim: A Large-Scale Controllable Traffic Simulator Yuheng Zhang Tianjian Ouyang Fudan Yu Cong Ma Lei Qiao Jingtao Ding Jian Yuan Yong Li 130 2 0 28 Jun 2024
DEX-TTS: Diffusion-based EXpressive Text-to-Speech with Style Modeling on Time Variability Hyun Joon Park Jin Sob Kim Wooseok Shin Sung Won Han DiffM 80 3 0 27 Jun 2024
MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data William Berman A. Peysakhovich 91 4 0 26 Jun 2024
DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance Younghyun Kim Geunmin Hwang Junyu Zhang Eunbyung Park 163 10 0 26 Jun 2024
Towards diffusion models for large-scale sea-ice modelling Tobias S. Finn Charlotte Durand A. Farchi Marc Bocquet J. Brajard 132 2 0 26 Jun 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 124 25 0 26 Jun 2024
DiffusionPDE: Generative PDE-Solving Under Partial Observation Jiahe Huang Guandao Yang Zichen Wang Jeong Joon Park DiffM 97 31 0 25 Jun 2024
Aligning Diffusion Models with Noise-Conditioned Perception Alexander Gambashidze Anton Kulikov Yuriy Sosnin Ilya Makarov 116 5 0 25 Jun 2024
Provable Statistical Rates for Consistency Diffusion Models Zehao Dou Minshuo Chen Mengdi Wang Zhuoran Yang DiffM 106 3 0 23 Jun 2024
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model Min Zhao Hongzhou Zhu Chendong Xiang Kaiwen Zheng Chongxuan Li Jun Zhu 125 11 0 22 Jun 2024
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion Salva Rühling Cachay Brian Henn Oliver Watt-Meyer Christopher S. Bretherton Rose Yu SyDa AI4Cl 91 8 0 21 Jun 2024
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation D. Rakitin Ivan Shchekotov Dmitry Vetrov VLM DiffM 92 0 0 20 Jun 2024
Consistency Models Made Easy Zhengyang Geng Ashwini Pokle William Luo Justin Lin J. Zico Kolter 116 35 0 20 Jun 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps Nikita Starodubcev Mikhail Khoroshikh Artem Babenko Dmitry Baranchuk DiffM 82 7 0 20 Jun 2024
INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D accelerated MRI reconstruction Yamin Arefeen Brett Levac Zach Stoebner Jonathan I. Tamir MedIm 67 2 0 19 Jun 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics Weitong Zhang Chengqi Zang Liu Li Sarah Cechnicka Cheng Ouyang Bernhard Kainz DiffM 59 2 0 19 Jun 2024
Neural Residual Diffusion Models for Deep Scalable Vision Generation Zhiyuan Ma Liangliang Zhao Biqing Qi Bowen Zhou DiffM 127 4 0 19 Jun 2024