Improved Techniques for Training Score-Based Generative Models

16 June 2020

Papers citing "Improved Techniques for Training Score-Based Generative Models"

50 / 227 papers shown

Title
Conditioning diffusion models by explicit forward-backward bridging Adrien Corenflos Zheng Zhao Simo Särkkä Jens Sjölund Thomas B. Schon DiffM 48 5 0 22 May 2024
Model Free Prediction with Uncertainty Assessment Yuling Jiao Lican Kang Jin Liu Heng Peng Heng Zuo DiffM 31 0 0 21 May 2024
Diffusion Models for Generating Ballistic Spacecraft Trajectories Tyler Presser Agnimitra Dasgupta Daniel Erwin Assad A. Oberai DiffM 34 3 0 20 May 2024
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification Ming Hu Siyuan Yan Peng Xia Feilong Tang Wenxue Li Peibo Duan Lin Zhang Zongyuan Ge MedIm 24 2 0 18 May 2024
A score-based particle method for homogeneous Landau equation Yan Huang Li Wang OT 47 5 0 08 May 2024
Score-based Generative Priors Guided Model-driven Network for MRI Reconstruction Xiaoyu Qiao Weisheng Li Bin Xiao Yuping Huang Lijian Yang DiffM 32 3 0 05 May 2024
MatFusion: A Generative Diffusion Model for SVBRDF Capture Sam Sartor Pieter Peers 26 28 0 24 Apr 2024
Multi Positive Contrastive Learning with Pose-Consistent Generated Images Sho Inayoshi Aji Resindra Widya Satoshi Ozaki Junji Otsuka Takeshi Ohashi 3DH 41 1 0 04 Apr 2024
Boosting Flow-based Generative Super-Resolution Models via Learned Prior Li-Yuan Tsao Yi-Chen Lo Chia-Che Chang Hao-Wei Chen Roy Tseng Chien Feng Chun-Yi Lee SupR 19 4 0 16 Mar 2024
A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images Cristiana Tiago S. Snare Jurica Šprem K. Mcleod DiffM MedIm 31 9 0 07 Mar 2024
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation Hongjian Liu Qingsong Xie Zhijie Deng Chen Chen Shixiang Tang Fueyang Fu Zheng-Jun Zha H. Lu Zheng-jun Zha 41 6 0 03 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 66 85 0 27 Feb 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace Aliaksandr Siarohin Ivan Skorokhodov Ekaterina Deyneka Tsai-Shien Chen ... Yuwei Fang A. Stoliar Elisa Ricci Jian Ren Sergey Tulyakov VGen 38 56 0 22 Feb 2024
S $Ω$ I: Score-based O-INFORMATION Estimation Mustapha Bounoua Giulio Franzese Pietro Michiardi 21 1 0 08 Feb 2024
Response Theory via Generative Score Modeling L. T. Giorgini Katherine Deck Tobias Bischoff Andre N. Souza 38 9 0 01 Feb 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 32 11 0 18 Jan 2024
$End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction$ End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction Qingsi Lai Lin Yao Zhifeng Gao Siyuan Liu Hongshuai Wang ... Di He Liwei Wang Cheng Wang Guolin Ke Guolin Ke 33 7 0 08 Jan 2024
GUESS:GradUally Enriching SyntheSis for Text-Driven Human Motion Generation Xuehao Gao Yang Yang Zhenyu Xie Shaoyi Du Zhongqian Sun Yang Wu DiffM 29 14 0 04 Jan 2024
Principled Gradient-based Markov Chain Monte Carlo for Text Generation Li Du Afra Amini Lucas Torroba Hennigen Xinyan Velocity Yu Jason Eisner Holden Lee Ryan Cotterell BDL 20 1 0 29 Dec 2023
Quantum Algorithms for the Pathwise Lasso J. F. Doriguello Debbie Lim Chi Seng Pun P. Rebentrost Tushar Vaidya 37 1 0 21 Dec 2023
Unified framework for diffusion generative models in SO(3): applications in computer vision and astrophysics Yesukhei Jagvaral F. Lanusse Rachel Mandelbaum DiffM 35 5 0 18 Dec 2023
Reality's Canvas, Language's Brush: Crafting 3D Avatars from Monocular Video Yuchen Rao Eduardo Pérez-Pellitero Benjamin Busam Yiren Zhou Jifei Song 35 0 0 08 Dec 2023
Investigating the Design Space of Diffusion Models for Speech Enhancement Philippe Gonzalez Zheng-Hua Tan Jan Østergaard Jesper Jensen T. S. Alstrøm Tobias May DiffM 25 6 0 07 Dec 2023
FitDiff: Robust monocular 3D facial shape and reflectance estimation using Diffusion Models Stathis Galanakis Alexandros Lattas Stylianos Moschoglou S. Zafeiriou 25 2 0 07 Dec 2023
DiffusionSat: A Generative Foundation Model for Satellite Imagery Samar Khanna Patrick Liu Linqi Zhou Chenlin Meng Robin Rombach Marshall Burke David B. Lobell Stefano Ermon 24 57 0 06 Dec 2023
On Exact Inversion of DPM-Solvers Seongmin Hong Kyeonghyun Lee Suh Yoon Jeon Hyewon Bae Se Young Chun DiffM 29 21 0 30 Nov 2023
Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information Joschka Birk E. Buhmann Cedric Ewen Gregor Kasieczka David Shih 30 12 0 30 Nov 2023
Using Ornstein-Uhlenbeck Process to understand Denoising Diffusion Probabilistic Model and its Noise Schedules Javier E. Santos Yen Ting Lin DiffM 34 0 0 29 Nov 2023
Seeing Through the Conversation: Audio-Visual Speech Separation based on Diffusion Model Suyeon Lee Chaeyoung Jung Youngjoon Jang Jaehun Kim Joon Son Chung 28 7 0 30 Oct 2023
Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness Boya Zhang Weijian Luo Zhihua Zhang 29 10 0 28 Oct 2023
MAS: Multi-view Ancestral Sampling for 3D motion generation using 2D diffusion Roy Kapon Guy Tevet Daniel Cohen-Or Amit H. Bermano DiffM 26 19 0 23 Oct 2023
JSMoCo: Joint Coil Sensitivity and Motion Correction in Parallel MRI with a Self-Calibrating Score-Based Diffusion Model Lixuan Chen Xuanyu Tian Jiangjie Wu Rui-jun Feng Guoyan Lao Yuyao Zhang Hongjiang Wei MedIm DiffM 56 2 0 14 Oct 2023
GraspGF: Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping Tianhao Wu Mingdong Wu Jiyao Zhang Yunchong Gan Hao Dong 36 20 0 12 Sep 2023
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 29 2 0 03 Sep 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani J. Liu 73 31 0 27 Aug 2023
Boosting Diffusion Models with an Adaptive Momentum Sampler Xiyu Wang Anh-Dung Dinh Daochang Liu Chang Xu 21 4 0 23 Aug 2023
Reverse Stable Diffusion: What prompt was used to generate this image? Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah VLM DiffM 34 6 0 02 Aug 2023
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 37 2 0 20 Jul 2023
Fractional Denoising for 3D Molecular Pre-training Shi Feng Yuyan Ni Yanyan Lan Zhiming Ma Wei-Ying Ma DiffM AI4CE 42 25 0 20 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 35 60 0 17 Jul 2023
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models Chong Mou Xintao Wang Jie Song Ying Shan Jian Andrew Zhang DiffM 36 141 0 05 Jul 2023
DiffFlow: A Unified SDE Framework for Score-Based Diffusion Models and Generative Adversarial Networks Jingwei Zhang Han Shi Jincheng Yu Enze Xie Zhenguo Li DiffM 21 3 0 05 Jul 2023
Improved sampling via learned diffusions Lorenz Richter Julius Berner DiffM 26 52 0 03 Jul 2023
Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann DiffM 18 1 0 22 Jun 2023
MESSY Estimation: Maximum-Entropy based Stochastic and Symbolic densitY Estimation Tony Tohme Mohsen Sadr K. Youcef-Toumi N. Hadjiconstantinou 30 3 0 07 Jun 2023
Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust Yuxin Wen John Kirchenbauer Jonas Geiping Tom Goldstein WIGM 35 99 0 31 May 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 34 106 0 29 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan Li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 20 24 0 27 May 2023
Training Energy-Based Normalizing Flow with Score-Matching Objectives Chen-Hao Chao Wei-Fang Sun Yen-Chang Hsu Z. Kira Chun-Yi Lee 25 2 0 24 May 2023
DiffUCD:Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model Xiangrong Zhang Shunli Tian Guanchun Wang Huiyu Zhou Licheng Jiao DiffM 44 6 0 21 May 2023