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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
Causal Structure Learning by Using Intersection of Markov Blankets Yiran Dong Chuanhou Gao CML 65 0 0 01 Jul 2023
Proximal nested sampling with data-driven priors for physical scientists Jason D. McEwen T. Liaudat Matthew Alexander Price Xiaohao Cai Marcelo Pereyra 105 5 0 30 Jun 2023
Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors Guocheng Qian Jinjie Mai Abdullah Hamdi Jian Ren Aliaksandr Siarohin ... Hsin-Ying Lee Ivan Skorokhodov Peter Wonka Sergey Tulyakov Guohao Li DiffM 186 365 0 30 Jun 2023
DisCo: Disentangled Control for Realistic Human Dance Generation Tan Wang Linjie Li Kevin Qinghong Lin Yuanhao Zhai Chung-Ching Lin Zhengyuan Yang Hanwang Zhang Zicheng Liu Lijuan Wang VGen 166 89 0 30 Jun 2023
Generate Anything Anywhere in Any Scene Yuheng Li Haotian Liu Yangming Wen Yong Jae Lee DiffM 140 12 0 29 Jun 2023
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals Yun-Hao Bai Xintao Wang Yanpei Cao Yixiao Ge Chun Yuan Ying Shan DiffM 89 57 0 29 Jun 2023
Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models Simian Luo Chuanhao Yan Chenxu Hu Hang Zhao DiffM 107 83 0 29 Jun 2023
SaGess: Sampling Graph Denoising Diffusion Model for Scalable Graph Generation Stratis Limnios Praveen Selvaraj Mihai Cucuringu Carsten Maple Gesine Reinert Andrew Elliott DiffM 97 8 0 29 Jun 2023
Graph Denoising Diffusion for Inverse Protein Folding Kai Yi Bingxin Zhou Yiqing Shen Pietro Lio Yu Guang Wang DiffM 110 46 0 29 Jun 2023
DiffusionSTR: Diffusion Model for Scene Text Recognition Masato Fujitake DiffM 78 6 0 29 Jun 2023
DiffComplete: Diffusion-based Generative 3D Shape Completion Ruihang Chu Enze Xie Shentong Mo Zhenguo Li Matthias Nießner Chi-Wing Fu Jiaya Jia DiffM 81 23 0 28 Jun 2023
PFB-Diff: Progressive Feature Blending Diffusion for Text-driven Image Editing Wenjing Huang Shikui Tu Lei Xu DiffM 89 17 0 28 Jun 2023
UnitSpeech: Speaker-adaptive Speech Synthesis with Untranscribed Data Heeseung Kim Sungwon Kim Ji-Ran Yeom Sung-Wan Yoon DiffM 78 22 0 28 Jun 2023
High Fidelity Image Counterfactuals with Probabilistic Causal Models Fabio De Sousa Ribeiro Tian Xia M. Monteiro Nick Pawlowski Ben Glocker DiffM 95 40 0 27 Jun 2023
PoseDiffusion: Solving Pose Estimation via Diffusion-aided Bundle Adjustment Jianyuan Wang Christian Rupprecht David Novotny DiffM 112 83 0 27 Jun 2023
Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models N. Botteghi Federico Califano M. Poel C. Brune DiffM AI4CE 75 11 0 27 Jun 2023
Large-scale unsupervised audio pre-training for video-to-speech synthesis Triantafyllos Kefalas Yannis Panagakis Maja Pantic VGen 75 4 0 27 Jun 2023
Fuzzy-Conditioned Diffusion and Diffusion Projection Attention Applied to Facial Image Correction Majed El Helou DiffM 65 0 0 26 Jun 2023
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion Yingjun Du Zehao Xiao Tianran Ouyang Cees G. M. Snoek DiffM 94 12 0 26 Jun 2023
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models Ximing Xing Chuan Wang Haitao Zhou Jing Zhang Qian Yu Dong Xu DiffM 133 48 0 26 Jun 2023
Localized Text-to-Image Generation for Free via Cross Attention Control Yutong He Ruslan Salakhutdinov J. Zico Kolter DiffM 94 21 0 26 Jun 2023
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing Yujun Shi Chuhui Xue Jun Hao Liew Jiachun Pan Hanshu Yan Wenqing Zhang Vincent Y. F. Tan Song Bai 170 220 0 26 Jun 2023
Score-based Source Separation with Applications to Digital Communication Signals T. Jayashankar Gary C. F. Lee A. Lancho Amir Weiss Yury Polyanskiy Greg Wornell DiffM 85 7 0 26 Jun 2023
Text-Anchored Score Composition: Tackling Condition Misalignment in Text-to-Image Diffusion Models Luozhou Wang Guibao Shen Wenhang Ge Guangyong Chen Yijun Li Yingke Chen DiffM 83 4 0 26 Jun 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 119 11 0 25 Jun 2023
Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching H.J. Terry Suh Glen Chou Hongkai Dai Lujie Yang Abhishek Gupta Russ Tedrake DiffM OffRL 114 9 0 24 Jun 2023
DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins Lei Huang Zheng Yuan Huihui Yan Rong Sheng Linjing Liu ... Nanjun Chen Fei Huang Songfang Huang Ka-Chun Wong Yaoyun Zhang 76 1 0 24 Jun 2023
Zero-shot spatial layout conditioning for text-to-image diffusion models Guillaume Couairon Marlene Careil Matthieu Cord Stéphane Lathuilière Jakob Verbeek VLM 82 65 0 23 Jun 2023
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology Marco Aversa Gabriel Nobis Miriam Hagele Kai Standvoss Mihaela Chirica ... D. Ivanova Wojciech Samek Frederick Klauschen B. Sanguinetti Luis Oala MedIm 100 23 0 23 Jun 2023
A First Order Meta Stackelberg Method for Robust Federated Learning (Technical Report) Henger Li Tianyi Xu Tao Li Yunian Pan Quanyan Zhu Zizhan Zheng AAML FedML 76 2 0 23 Jun 2023
DiMSam: Diffusion Models as Samplers for Task and Motion Planning under Partial Observability Xiaolin Fang Caelan Reed Garrett Clemens Eppner Tomás Lozano-Pérez L. Kaelbling Dieter Fox DiffM 108 17 0 22 Jun 2023
Towards More Realistic Membership Inference Attacks on Large Diffusion Models Jan Dubiñski Antoni Kowalczuk Stanislaw Pawlak Przemyslaw Rokita Tomasz Trzciñski P. Morawiecki 74 30 0 22 Jun 2023
Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann DiffM 75 2 0 22 Jun 2023
DiffWA: Diffusion Models for Watermark Attack Xinyu Li WIGM 39 5 0 22 Jun 2023
One at a Time: Progressive Multi-step Volumetric Probability Learning for Reliable 3D Scene Perception Bo Li Yasheng Sun Jingxin Dong Zheng Zhu Jinming Liu Xin Jin Wenjun Zeng DiffM 3DV 74 4 0 22 Jun 2023
Semi-Implicit Denoising Diffusion Models (SIDDMs) Yanwu Xu Min Gong Shaoan Xie Wei Wei Matthias Grundmann Kayhan Batmanghelich Tingbo Hou DiffM 71 14 0 21 Jun 2023
TauPETGen: Text-Conditional Tau PET Image Synthesis Based on Latent Diffusion Models Se-In Jang C. Lois Emma G. Thibault J. Becker Yafei Dong M. Normandin Julie C Price Keith A. Johnson Xiaofeng Liu Kuang Gong DiffM MedIm 29 10 0 21 Jun 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 163 90 0 20 Jun 2023
A Systematic Survey in Geometric Deep Learning for Structure-based Drug Design Zaixin Zhang Jiaxian Yan Qi Liu Enhong Chen Marinka Zitnik 143 1 0 20 Jun 2023
EMoG: Synthesizing Emotive Co-speech 3D Gesture with Diffusion Model Li-Ping Yin Yijun Wang Tianyu He Jinming Liu Wei Zhao Bohan Li Xin Jin Jianxin Lin DiffM 96 14 0 20 Jun 2023
Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards A. V. Meekeren Maya Aghaei K. Dijkstra DiffM 69 1 0 20 Jun 2023
Masked Diffusion Models Are Fast Distribution Learners Jiachen Lei Qinglong Wang Pengyu Cheng Zhongjie Ba Zhan Qin Peng Kuang Zhenguang Liu Kui Ren DiffM 84 2 0 20 Jun 2023
Eliminating Lipschitz Singularities in Diffusion Models Zhantao Yang Ruili Feng Han Zhang Yujun Shen Kaixuan Zhu ... Yifei Zhang Yu Liu Deli Zhao Jingren Zhou Fan Cheng 62 12 0 20 Jun 2023
GD-VDM: Generated Depth for better Diffusion-based Video Generation Ariel Lapid Idan Achituve Lior Bracha Ethan Fetaya DiffM VGen 140 9 0 19 Jun 2023
Diffusion model based data generation for partial differential equations Rucha Apte Sheel Nidhan Rishikesh Ranade Jay Pathak DiffM 144 6 0 19 Jun 2023
Conditional Text Image Generation with Diffusion Models Yuanzhi Zhu Zhaohai Li Tianwei Wang Mengchao He Cong Yao VLM DiffM 142 48 0 19 Jun 2023
UniG3D: A Unified 3D Object Generation Dataset Qinghong Sun Yangguang Li Zexia Liu Xiaoshui Huang Fenggang Liu Xihui Liu Wanli Ouyang Jing Shao 84 6 0 19 Jun 2023
LAGOON: Language-Guided Motion Control Shusheng Xu Huaijie Wang Jiaxuan Gao Yutao Ouyang Chao Yu Yi Wu LM&Ro 114 1 0 18 Jun 2023
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects Kexin Zhang Qingsong Wen Chaoli Zhang Rongyao Cai Ming Jin ... James Y. Zhang Yuxuan Liang Guansong Pang Dongjin Song Shirui Pan AI4TS 238 118 0 16 Jun 2023
Towards Better Certified Segmentation via Diffusion Models Othmane Laousy Alexandre Araujo G. Chassagnon M. Revel S. Garg Farshad Khorrami Maria Vakalopoulou DiffM 93 2 0 16 Jun 2023