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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
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model Dan Bigioi Shubhajit Basak Michał Stypułkowski Maciej Ziȩba H. Jordan R. Mcdonnell Peter Corcoran DiffM VGen 110 36 0 10 Jan 2023
DiffTalk: Crafting Diffusion Models for Generalized Audio-Driven Portraits Animation Shuai Shen Wenliang Zhao Zibin Meng Wanhua Li Zhengbiao Zhu Jie Zhou Jiwen Lu DiffM VGen 109 108 0 10 Jan 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 102 82 0 09 Jan 2023
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement Yuante Li Xin-xin Lu Yaqing Wang De-Yu Dou DiffM AI4TS 99 105 0 08 Jan 2023
ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 108 6 0 05 Jan 2023
Diffusion Probabilistic Models for Scene-Scale 3D Categorical Data Jumin Lee Woobin Im Sebin Lee Sung-eui Yoon DiffM 105 17 0 02 Jan 2023
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation Han Huang Leilei Sun Bowen Du Weifeng Lv 131 44 0 01 Jan 2023
Exploring Vision Transformers as Diffusion Learners He Cao Jianan Wang Tianhe Ren Xianbiao Qi Yihao Chen Yuan Yao Lefei Zhang 83 10 0 28 Dec 2022
Structure-based drug discovery with deep learning Rıza Özçelik D. V. Tilborg José Jiménez-Luna F. Grisoni AI4CE 74 38 0 26 Dec 2022
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models Zijian Zhang Zhou Zhao Zhijie Lin DiffM 145 56 0 26 Dec 2022
Deep Latent State Space Models for Time-Series Generation Linqi Zhou Michael Poli Winnie Xu Stefano Massaroli Stefano Ermon BDL AI4TS 88 39 0 24 Dec 2022
Your diffusion model secretly knows the dimension of the data manifold Jan Stanczuk Georgios Batzolis Teo Deveney Carola-Bibiane Schönlieb DiffM 111 29 0 23 Dec 2022
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 83 117 0 22 Dec 2022
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 257 92 0 22 Dec 2022
A Mathematical Framework for Learning Probability Distributions Hongkang Yang 113 7 0 22 Dec 2022
The Inverse of Exact Renormalization Group Flows as Statistical Inference D. Berman Marc S. Klinger 87 16 0 21 Dec 2022
Annotated History of Modern AI and Deep Learning Juergen Schmidhuber MLAU AI4TS AI4CE 75 26 0 21 Dec 2022
Hierarchically branched diffusion models leverage dataset structure for class-conditional generation Alex Tseng Max W. Shen Tommaso Biancalani Gabriele Scalia DiffM 38 0 0 21 Dec 2022
Diffusion Glancing Transformer for Parallel Sequence to Sequence Learning Lihua Qian Mingxuan Wang Yang Liu Hao Zhou DiffM 82 1 0 20 Dec 2022
Texture Representation via Analysis and Synthesis with Generative Adversarial Networks Jue-Wen Lin Gaurav Sharma T. Pappas GAN 73 2 0 20 Dec 2022
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 189 2,441 0 19 Dec 2022
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation Ludan Ruan Yi Ma Huan Yang Huiguo He Bei Liu Jianlong Fu Nicholas Jing Yuan Qin Jin B. Guo DiffM VGen 149 193 0 19 Dec 2022
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 134 82 0 19 Dec 2022
Empowering Diffusion Models on the Embedding Space for Text Generation Zhujin Gao Junliang Guo Xuejiao Tan Yongxin Zhu Fang Zhang Jiang Bian Linli Xu DiffM 79 20 0 19 Dec 2022
AI Art in Architecture J. Ploennigs Markus Berger DiffM 83 72 0 19 Dec 2022
Speed up the inference of diffusion models via shortcut MCMC sampling Gang Chen DiffM 47 2 0 18 Dec 2022
DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models Gyeongnyeon Kim Wooseok Jang Gyuseong Lee Susung Hong Junyoung Seo Seung Wook Kim VLM DiffM 70 12 0 17 Dec 2022
Point-E: A System for Generating 3D Point Clouds from Complex Prompts Alex Nichol Heewoo Jun Prafulla Dhariwal Pamela Mishkin Mark Chen DiffM 144 615 0 16 Dec 2022
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models Qiucheng Wu Yujian Liu Handong Zhao Ajinkya Kale T. Bui Tong Yu Zhe Lin Yang Zhang Shiyu Chang DiffM CoGe 93 104 0 16 Dec 2022
Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models Ziyi Chang Edmund J. C. Findlay Hao Zhang Hubert P. H. Shum DiffM VGen 79 11 0 16 Dec 2022
TeTIm-Eval: a novel curated evaluation data set for comparing text-to-image models Federico A. Galatolo M. G. Cimino E. Cogotti 61 4 0 15 Dec 2022
Text-Guided Mask-free Local Image Retouching Zerun Liu Fan Zhang Jingxuan He Jin Wang Zhangye Wang Lechao Cheng DiffM 79 5 0 15 Dec 2022
Universal Generative Modeling in Dual-domain for Dynamic MR Imaging Chuanming Yu Yu Guan Ziwen Ke Dong Liang Qiegen Liu DiffM MedIm 81 0 0 15 Dec 2022
The Infinite Index: Information Retrieval on Generative Text-To-Image Models Niklas Deckers Maik Fröbe Johannes Kiesel G. Pandolfo Christopher Schröder Benno Stein Martin Potthast DiffM 91 16 0 14 Dec 2022
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors Kangfu Mei Nithin Gopalakrishnan Nair Vishal M. Patel DiffM 67 7 0 14 Dec 2022
IMAGINE: An Integrated Model of Artificial Intelligence-Mediated Communication Effects F. Guerrero-Solé 63 0 0 13 Dec 2022
DifFace: Blind Face Restoration with Diffused Error Contraction Zongsheng Yue Chen Change Loy DiffM 119 84 0 13 Dec 2022
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance Dohyun Kwon Ying Fan Kangwook Lee DiffM 77 54 0 13 Dec 2022
RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models Jiabao Lei Jiapeng Tang Kui Jia DiffM 91 38 0 12 Dec 2022
Towards Practical Plug-and-Play Diffusion Models Hyojun Go Yunsung Lee Jin-Young Kim Seunghyun Lee Myeongho Jeong Hyun Seung Lee Seungtaek Choi DiffM 119 17 0 12 Dec 2022
Diff-Font: Diffusion Model for Robust One-Shot Font Generation Haibin He Xinyuan Chen Chaoyue Wang Juhua Liu Bo Du Dacheng Tao Yu Qiao DiffM 105 39 0 12 Dec 2022
How to Backdoor Diffusion Models? Sheng-Yen Chou Pin-Yu Chen Tsung-Yi Ho DiffM SILM 140 102 0 11 Dec 2022
MAGVIT: Masked Generative Video Transformer Lijun Yu Yong Cheng Kihyuk Sohn José Lezama Han Zhang ... Alexander G. Hauptmann Ming-Hsuan Yang Yuan Hao Irfan Essa Lu Jiang DiffM VGen 121 249 0 10 Dec 2022
SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model Shaoan Xie Zhifei Zhang Zhe Lin Tobias Hinz Kun Zhang DiffM 91 250 0 09 Dec 2022
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal Lanqing Guo Chong Wang Wenhan Yang Siyu Huang Yufei Wang Hanspeter Pfister Bihan Wen DiffM 111 98 0 09 Dec 2022
MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis Rishabh Dabral Muhammad Hamza Mughal Vladislav Golyanik Christian Theobalt DiffM VGen 111 183 0 08 Dec 2022
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 263 879 0 08 Dec 2022
Diffusion Guided Domain Adaptation of Image Generators Kunpeng Song Ligong Han Bingchen Liu Dimitris N. Metaxas Ahmed Elgammal DiffM 127 35 0 08 Dec 2022
Executing your Commands via Motion Diffusion in Latent Space Xin Chen Biao Jiang Wen Liu Zilong Huang Bin-Bin Fu Tao Chen Jingyi Yu Gang Yu VGen DiffM 205 366 0 08 Dec 2022
SINE: SINgle Image Editing with Text-to-Image Diffusion Models Zhixing Zhang Ligong Han Arna Ghosh Dimitris N. Metaxas Jian Ren DiffM 189 160 0 08 Dec 2022