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Deep Unsupervised Learning using Nonequilibrium Thermodynamics

12 March 2015

Jascha Narain Sohl-Dickstein

Papers citing "Deep Unsupervised Learning using Nonequilibrium Thermodynamics"

50 / 4,616 papers shown

Title
Score-Based Diffusion Models as Principled Priors for Inverse Imaging Berthy Feng Jamie Smith Michael Rubinstein Huiwen Chang Katherine Bouman William T. Freeman DiffM 176 98 0 23 Apr 2023
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model Yuanshao Zhu Yongchao Ye Shiyao Zhang Xiangyu Zhao James Jianqiao Yu 110 47 0 23 Apr 2023
Fast Diffusion Probabilistic Model Sampling through the lens of Backward Error Analysis Yansong Gao Zhihong Pan Xiaoxia Zhou Le Kang Pratik Chaudhari DiffM 61 6 0 22 Apr 2023
On Accelerating Diffusion-Based Sampling Process via Improved Integration Approximation Guoqiang Zhang Niwa Kenta W. Kleijn DiffM 85 8 0 22 Apr 2023
Lookahead Diffusion Probabilistic Models for Refining Mean Estimation Guoqiang Zhang Niwa Kenta W. Kleijn DiffM 43 10 0 22 Apr 2023
Plug-and-Play split Gibbs sampler: embedding deep generative priors in Bayesian inference Florentin Coeurdoux N. Dobigeon P. Chainais 78 19 0 21 Apr 2023
BoDiffusion: Diffusing Sparse Observations for Full-Body Human Motion Synthesis Angela Castillo María Escobar Guillaume Jeanneret Albert Pumarola Pablo Arbelaez Ali K. Thabet A. Sanakoyeu DiffM VGen 71 30 0 21 Apr 2023
Improved Diffusion-based Image Colorization via Piggybacked Models Hanyuan Liu Jinbo Xing M. Xie Chengze Li T. Wong VLM DiffM 65 19 0 21 Apr 2023
Cross-Gate MLP with Protein Complex Invariant Embedding is A One-Shot Antibody Designer Cheng Tan Zhangyang Gao Lirong Wu Jun Xia Jiangbin Zheng Xihong Yang Yue Liu Bozhen Hu Stan Z. Li 122 15 0 21 Apr 2023
Auditing and Generating Synthetic Data with Controllable Trust Trade-offs Brian M. Belgodere Pierre Dognin Adam Ivankay Igor Melnyk Youssef Mroueh ... Mattia Rigotti Jerret Ross Yair Schiff Radhika Vedpathak Richard A. Young 141 12 0 21 Apr 2023
Persistently Trained, Diffusion-assisted Energy-based Models Xinwei Zhang Z. Tan Zhijian Ou DiffM 77 2 0 21 Apr 2023
IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies Philippe Hansen-Estruch Ilya Kostrikov Michael Janner J. Kuba Sergey Levine OffRL 129 157 0 20 Apr 2023
Farm3D: Learning Articulated 3D Animals by Distilling 2D Diffusion Tomas Jakab Ruining Li Shangzhe Wu Christian Rupprecht Andrea Vedaldi 97 29 0 20 Apr 2023
Nerfbusters: Removing Ghostly Artifacts from Casually Captured NeRFs Frederik Warburg Ethan Weber Matthew Tancik Aleksander Holynski Angjoo Kanazawa DiffM 132 59 0 20 Apr 2023
Collaborative Diffusion for Multi-Modal Face Generation and Editing Ziqi Huang Kelvin C. K. Chan Yuming Jiang Ziwei Liu DiffM 97 114 0 20 Apr 2023
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation Nikos Athanasiou Mathis Petrovich Michael J. Black Gül Varol 105 42 0 20 Apr 2023
Image retrieval outperforms diffusion models on data augmentation Max F. Burg F. Wenzel Dominik Zietlow Max Horn Osama Makansi Francesco Locatello Chris Russell VLM DiffM 112 17 0 20 Apr 2023
Scene Style Text Editing Tonghua Su Fu-Yao Yang Xiaoping Zhou Donglin Di Zhongjie Wang Song Li DiffM 42 4 0 20 Apr 2023
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models Seung Wook Kim Bradley Brown K. Yin Karsten Kreis Katja Schwarz Daiqing Li Robin Rombach Antonio Torralba Sanja Fidler VGen 112 63 0 19 Apr 2023
Realistic Data Enrichment for Robust Image Segmentation in Histopathology Sarah Cechnicka James G. C. Ball Hadrien Reynaud C. Arthurs C. Roufosse Bernhard Kainz DiffM 70 5 0 19 Apr 2023
Promptify: Text-to-Image Generation through Interactive Prompt Exploration with Large Language Models Stephen Brade Bryan Wang Maurício Sousa Sageev Oore Tovi Grossman MLLM DiffM 84 98 0 18 Apr 2023
Text-guided Image-and-Shape Editing and Generation: A Short Survey Cheng-Kang Ted Chao Y. Gingold 131 3 0 18 Apr 2023
Look ATME: The Discriminator Mean Entropy Needs Attention Edgardo Solano-Carrillo Ángel Bueno Rodríguez Borja Carrillo-Perez Yannik Steiniger Jannis Stoppe DiffM 72 4 0 18 Apr 2023
TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models Yuwei Yin Jean Kaddour Xiang Zhang Yixin Nie Zhenguang Liu Lingpeng Kong Qi Liu DiffM 80 11 0 18 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 308 1,108 0 18 Apr 2023
Avatars Grow Legs: Generating Smooth Human Motion from Sparse Tracking Inputs with Diffusion Model Yuming Du Robin Kips Albert Pumarola Sebastian Starke Ali K. Thabet A. Sanakoyeu VGen DiffM 94 100 0 17 Apr 2023
Synthetic Data from Diffusion Models Improves ImageNet Classification Shekoofeh Azizi Simon Kornblith Chitwan Saharia Mohammad Norouzi David J. Fleet VLM DiffM 133 316 0 17 Apr 2023
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion Xin Wang Zhenrong Shen Zhiyun Song Sheng Wang Mengjun Liu Lichi Zhang Kai Xuan Qian Wang MedIm 40 4 0 16 Apr 2023
A Comparative Study on Generative Models for High Resolution Solar Observation Imaging Mehdi Cherti Alexander Czernik Stefan Kesselheim F. Effenberger J. Jitsev DiffM 37 0 0 14 Apr 2023
Towards Controllable Diffusion Models via Reward-Guided Exploration Heng Zhang Tingyang Xu 69 4 0 14 Apr 2023
Delta Denoising Score Amir Hertz Kfir Aberman Daniel Cohen-Or DiffM 117 98 0 14 Apr 2023
Memory Efficient Diffusion Probabilistic Models via Patch-based Generation Shinei Arakawa Hideki Tsunashima Daichi Horita Keitaro Tanaka Shigeo Morishima DiffM 55 3 0 14 Apr 2023
DCFace: Synthetic Face Generation with Dual Condition Diffusion Model Minchul Kim Feng Liu Anil Jain Xiaoming Liu DiffM 111 120 0 14 Apr 2023
Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images Jiatao Gu Qingzhe Gao Shuangfei Zhai Baoquan Chen Lingjie Liu J. Susskind 114 29 0 13 Apr 2023
Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation Jaemin Cho Linjie Li Zhengyuan Yang Zhe Gan Lijuan Wang Joey Tianyi Zhou EGVM 72 6 0 13 Apr 2023
Adversarial Examples from Dimensional Invariance Benjamin L. Badger 60 0 0 13 Apr 2023
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva DiffM 122 95 0 13 Apr 2023
Accurate transition state generation with an object-aware equivariant elementary reaction diffusion model Chenru Duan Yuanqi Du Haojun Jia Heather J. Kulik DiffM 88 52 0 12 Apr 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Smith Yen-Chang Hsu Lingyu Zhang Ting Hua Z. Kira Yilin Shen Hongxia Jin DiffM 224 105 0 12 Apr 2023
DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion J. Karras Aleksander Holynski Ting-Chun Wang Ira Kemelmacher-Shlizerman DiffM VGen 107 149 0 12 Apr 2023
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views Siwei Zhang Qianli Ma Yan Zhang S. Aliakbarian Darren Cosker Siyu Tang EgoV 115 26 0 12 Apr 2023
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation Jiazheng Xu Xiao Liu Yuchen Wu Yuxuan Tong Qinkai Li Ming Ding Jie Tang Yuxiao Dong 185 413 0 12 Apr 2023
SpectralDiff: A Generative Framework for Hyperspectral Image Classification with Diffusion Models Ning Chen Jun Yue Leyuan Fang Shaobo Xia DiffM 73 65 0 12 Apr 2023
Exploring Diffusion Models for Unsupervised Video Anomaly Detection Anil Osman Tur Nicola Dall’Asen Cigdem Beyan Elisa Ricci DiffM VGen 115 37 0 12 Apr 2023
Diffusion Models for Constrained Domains N. Fishman Leo Klarner Valentin De Bortoli Emile Mathieu M. Hutchinson DiffM 94 39 0 11 Apr 2023
Mask-conditioned latent diffusion for generating gastrointestinal polyp images Roman Machávcek Leila Mozaffari Z. Sepasdar Sravanthi Parasa Pål Halvorsen Michael A. Riegler Vajira Thambawita MedIm DiffM 56 17 0 11 Apr 2023
A Comprehensive Survey on Deep Graph Representation Learning Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 195 163 0 11 Apr 2023
Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond Mohammadreza Armandpour A. Sadeghian Huangjie Zheng Amir Sadeghian Mingyuan Zhou DiffM 96 128 0 11 Apr 2023
Diffusion Recommender Model Wenjie Wang Yiyan Xu Fuli Feng Xinyu Lin Xiangnan He Tat-Seng Chua DiffM 80 127 0 11 Apr 2023
Binary Latent Diffusion Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 71 14 0 10 Apr 2023