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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
p-Adic Statistical Field Theory and Deep Belief Networks W. A. Zúñiga-Galindo AI4CE 78 11 0 28 Jul 2022
GAUDI: A Neural Architect for Immersive 3D Scene Generation Miguel Angel Bautista Pengsheng Guo Samira Abnar Walter A. Talbott Alexander Toshev ... Shuangfei Zhai Hanlin Goh Daniel Ulbricht Afshin Dehghan J. Susskind SyDa 3DGS 96 139 0 27 Jul 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 210 3,982 0 26 Jul 2022
Cross-Modal 3D Shape Generation and Manipulation Zezhou Cheng Menglei Chai Jian Ren Hsin-Ying Lee Kyle Olszewski Zeng Huang Subhransu Maji Sergey Tulyakov 86 32 0 24 Jul 2022
Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers Björn Lütjens Catherine H. Crawford C. Watson C. Hill Dava Newman AI4CE 52 10 0 23 Jul 2022
Do Perceptually Aligned Gradients Imply Adversarial Robustness? Roy Ganz Bahjat Kawar Michael Elad AAML 71 10 0 22 Jul 2022
Diffsound: Discrete Diffusion Model for Text-to-sound Generation Dongchao Yang Jianwei Yu Helin Wang Wen Wang Chao Weng Yuexian Zou Dong Yu DiffM 111 306 0 20 Jul 2022
Non-Uniform Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb Christian Etmann DiffM 79 15 0 20 Jul 2022
Unsupervised Medical Image Translation with Adversarial Diffusion Models Muzaffer Özbey Onat Dalmaz S. Dar H. Bedel cSaban Ozturk Alper Gungor Tolga cCukur DiffM MedIm 129 290 0 17 Jul 2022
Threat Model-Agnostic Adversarial Defense using Diffusion Models Tsachi Blau Roy Ganz Bahjat Kawar Alex M. Bronstein Michael Elad AAML DiffM 98 27 0 17 Jul 2022
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras Ruizhi Shao Zerong Zheng Hongwen Zhang Jingxiang Sun Yebin Liu 95 56 0 16 Jul 2022
Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis Sangyun Lee Hyungjin Chung Jaehyeon Kim Jong Chul Ye DiffM 87 46 0 16 Jul 2022
EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations Min Zhao Fan Bao Chongxuan Li Jun Zhu DiffM 138 197 0 14 Jul 2022
ProDiff: Progressive Fast Diffusion Model For High-Quality Text-to-Speech Rongjie Huang Zhou Zhao Huadai Liu Jinglin Liu Chenye Cui Yi Ren DiffM 126 201 0 13 Jul 2022
ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships Chen Zhang Luchin Chang Songruoyao Wu Xu Tan Tao Qin Tie-Yan Liu Kecheng Zhang 91 16 0 12 Jul 2022
Matching Normalizing Flows and Probability Paths on Manifolds Heli Ben-Hamu Samuel N. Cohen Joey Bose Brandon Amos Aditya Grover Maximilian Nickel Ricky T. Q. Chen Y. Lipman 113 42 0 11 Jul 2022
Improving Diffusion Model Efficiency Through Patching Troy Luhman Eric Luhman DiffM 110 18 0 09 Jul 2022
Accelerating Material Design with the Generative Toolkit for Scientific Discovery Matteo Manica Jannis Born Joris Cadow Dimitrios Christofidellis A. Dave ... Lauren N. McHugh Alexy Khrabrov Payel Das Seiji Takeda John Smith 95 27 0 08 Jul 2022
Back to the Source: Diffusion-Driven Test-Time Adaptation Jin Gao Jialing Zhang Xihui Liu Trevor Darrell Evan Shelhamer Dequan Wang TTA 123 55 0 07 Jul 2022
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies Victor G. Turrisi da Costa Nuno Lourenço João Correia Penousal Machado GAN 37 3 0 06 Jul 2022
Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling He Ma Li Zhang Xiatian Zhu Jianfeng Feng DiffM 131 27 0 05 Jul 2022
Disentangling Random and Cyclic Effects in Time-Lapse Sequences Erik Härkönen M. Aittala Tuomas Kynkaanniemi S. Laine Timo Aila J. Lehtinen CML 27 5 0 04 Jul 2022
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation Michael Chang Thomas Griffiths Sergey Levine OCL 142 61 0 02 Jul 2022
Learning Iterative Reasoning through Energy Minimization Yilun Du Shuang Li J. Tenenbaum Igor Mordatch PINN 96 25 0 30 Jun 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 386 179 0 30 Jun 2022
Diffusion Deformable Model for 4D Temporal Medical Image Generation Boah Kim Jong Chul Ye DiffM MedIm 106 85 0 27 Jun 2022
MaskViT: Masked Visual Pre-Training for Video Prediction Agrim Gupta Stephen Tian Yunzhi Zhang Jiajun Wu Roberto Martín-Martín Li Fei-Fei 190 121 0 23 Jun 2022
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection W. G. C. Bandara Nithin Gopalakrishnan Nair Vishal M. Patel DiffM 73 8 0 23 Jun 2022
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation Sheng-liang Li Guangcong Zheng Haibo Wang Taiping Yao Yang Chen Shoudong Ding Xi Li DiffM 69 22 0 23 Jun 2022
The ArtBench Dataset: Benchmarking Generative Models with Artworks Peiyuan Liao Xiuyu Li Xihui Liu Kurt Keutzer 78 49 0 22 Jun 2022
Neural Implicit Manifold Learning for Topology-Aware Density Estimation Brendan Leigh Ross Gabriel Loaiza-Ganem Anthony L. Caterini Jesse C. Cresswell AI4CE 75 3 0 22 Jun 2022
Facke: a Survey on Generative Models for Face Swapping Wei Jiang Wen Dong CVBM 69 2 0 22 Jun 2022
Neural Inverse Transform Sampler Henry Li Y. Kluger 57 4 0 22 Jun 2022
(Certified!!) Adversarial Robustness for Free! Nicholas Carlini Florian Tramèr Krishnamurthy Dvijotham Leslie Rice Mingjie Sun J. Zico Kolter DiffM 119 156 0 21 Jun 2022
Generative Modelling With Inverse Heat Dissipation Severi Rissanen Markus Heinonen Arno Solin DiffM 145 121 0 21 Jun 2022
Diffusion models as plug-and-play priors Alexandros Graikos Nikolay Malkin Nebojsa Jojic Dimitris Samaras DiffM 158 224 0 17 Jun 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 122 82 0 17 Jun 2022
Fast Lossless Neural Compression with Integer-Only Discrete Flows Siyu Wang Jianfei Chen Chongxuan Li Jun Zhu Bo Zhang MQ 64 7 0 17 Jun 2022
A Flexible Diffusion Model Weitao Du Tao Yang Heidi Zhang Yuanqi Du DiffM 75 12 0 17 Jun 2022
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates Seungu Han Junhyeok Lee DiffM 138 42 0 17 Jun 2022
Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation Ye Zhu Yuehua Wu Kyle Olszewski Jian Ren Sergey Tulyakov Yan Yan DiffM 107 49 0 15 Jun 2022
Diffusion Models for Video Prediction and Infilling Tobias Höppe Arash Mehrjou Stefan Bauer Didrik Nielsen Andrea Dittadi DiffM VGen 103 137 0 15 Jun 2022
Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models Fan Bao Chongxuan Li Jiacheng Sun Jun Zhu Bo Zhang DiffM 95 78 0 15 Jun 2022
CARD: Classification and Regression Diffusion Models Xizewen Han Huangjie Zheng Mingyuan Zhou DiffM 108 116 0 15 Jun 2022
Convergence for score-based generative modeling with polynomial complexity Holden Lee Jianfeng Lu Yixin Tan DiffM 80 140 0 13 Jun 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modeling Peiyu Yu Sirui Xie Xiaojian Ma Baoxiong Jia Bo Pang Ruigi Gao Yixin Zhu Song-Chun Zhu Ying Nian Wu DiffM 107 82 0 13 Jun 2022
gDDIM: Generalized denoising diffusion implicit models Qinsheng Zhang Molei Tao Yongxin Chen DiffM 114 117 0 11 Jun 2022
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models Giulio Franzese Simone Rossi Lixuan Yang A. Finamore Dario Rossi Maurizio Filippone Pietro Michiardi DiffM 73 47 0 10 Jun 2022
Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models Nithin Gopalakrishnan Nair W. G. C. Bandara Vishal M. Patel DiffM 62 8 0 10 Jun 2022
Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem Brian L. Trippe Jason Yim D. Tischer D. Baker Tamara Broderick Regina Barzilay Tommi Jaakkola DiffM 92 243 0 08 Jun 2022