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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
Synthetic Lagrangian Turbulence by Generative Diffusion Models Tianyi Li Luca Biferale F. Bonaccorso M. A. Scarpolini M. Buzzicotti DiffM 76 44 0 17 Jul 2023
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation Luozhou Wang Shuai Yang Shu Liu Yingke Chen DiffM 95 10 0 17 Jul 2023
Unstoppable Attack: Label-Only Model Inversion via Conditional Diffusion Model Rongke Liu Dong Wang Yizhi Ren Zhen Wang Kaitian Guo Qianqian Qin Xiaolei Liu DiffM 63 13 0 17 Jul 2023
Zero-Shot Image Harmonization with Generative Model Prior Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 77 5 0 17 Jul 2023
Diffusion to Confusion: Naturalistic Adversarial Patch Generation Based on Diffusion Model for Object Detector Shuohao Lin Ernie Chu Che-Hsien Lin Jun-Cheng Chen Jia-Ching Wang DiffM 85 10 0 16 Jul 2023
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis Nilesh Kulkarni Davis Rempe Kyle Genova Abhijit Kundu Justin Johnson David Fouhey Leonidas Guibas DiffM 99 58 0 14 Jul 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models Daiqing Li Huan Ling Amlan Kar David Acuna Seung Wook Kim Karsten Kreis Antonio Torralba Sanja Fidler VLM DiffM 85 29 0 14 Jul 2023
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Alessandro Flaborea Luca Collorone Guido DÁmely S. DÁrrigo Bardh Prenkaj Fabio Galasso VGen DiffM 102 42 0 14 Jul 2023
Federated Learning-Empowered AI-Generated Content in Wireless Networks Xumin Huang Peichun Li Hongyang Du Jiawen Kang Dusit Niyato Dong In Kim Yuehua Wu 82 59 0 14 Jul 2023
Fast and Functional Structured Data Generators Rooted in Out-of-Equilibrium Physics A. Carbone A. Decelle Lorenzo Rosset Beatriz Seoane SyDa 107 4 0 13 Jul 2023
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0 Luigi Capogrosso Alessio Mascolini Federico Girella Geri Skenderi Sebastiano Gaiardelli ... S. D. Cataldo Sara Vinco Enrico Macii Franco Fummi Marco Cristani AI4CE DiffM 64 5 0 13 Jul 2023
Image Denoising and the Generative Accumulation of Photons Alexander Krull H. Basevi Benjamin Salmon A. Zeug F. Muller Samuel Tonks Leela Muppala A. Leonardis DiffM 68 7 0 13 Jul 2023
Exposing the Fake: Effective Diffusion-Generated Images Detection Ruipeng Ma Jinhao Duan Fei Kong Xiaoshuang Shi Kaidi Xu DiffM 157 32 0 12 Jul 2023
Diffusion Models for Multi-target Adversarial Tracking Sean Ye Manisha Natarajan Zixuan Wu Matthew C. Gombolay DiffM 97 3 0 12 Jul 2023
Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models Sanghyun Kim Seohyeong Jung Balhae Kim Moonseok Choi Jinwoo Shin Juho Lee DiffM 64 30 0 12 Jul 2023
Large Language Models Michael R Douglas LLMAG LM&MA 228 648 0 11 Jul 2023
Metropolis Sampling for Constrained Diffusion Models N. Fishman Leo Klarner Emile Mathieu M. Hutchinson Valentin De Bortoli DiffM 64 17 0 11 Jul 2023
Shelving, Stacking, Hanging: Relational Pose Diffusion for Multi-modal Rearrangement Anthony Simeonov Ankit Goyal Lucas Manuelli Lin Yen-Chen Alina Sarmiento Alberto Rodriguez Pulkit Agrawal Dieter Fox DiffM 100 38 0 10 Jul 2023
Exact Diffusion Inversion via Bi-directional Integration Approximation Guoqiang Zhang J. P. Lewis W. Kleijn DiffM 99 29 0 10 Jul 2023
Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning S. E. Ada Erhan Öztop Emre Ugur OffRL 169 23 0 10 Jul 2023
On the Challenges of Deploying Privacy-Preserving Synthetic Data in the Enterprise L. Arthur Jason W Costello Jonathan Hardy Will O'Brien J. Rea Gareth Rees Georgi Ganev 73 2 0 09 Jul 2023
Measuring the Success of Diffusion Models at Imitating Human Artists Stephen Casper Z. Guo Shreya Mogulothu Zachary Marinov C. Deshpande Rui-Jie Yew Zheng Dai Dylan Hadfield-Menell 74 10 0 08 Jul 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 85 11 0 08 Jul 2023
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation Zhongyu Jiang Zhu Zhou Lei Li Wenhao Chai Cheng-Yen Yang Lei Li DiffM 101 30 0 07 Jul 2023
AutoDecoding Latent 3D Diffusion Models Evangelos Ntavelis Aliaksandr Siarohin Kyle Olszewski Chao-Yuan Wang Luc Van Gool Sergey Tulyakov DiffM 138 45 0 07 Jul 2023
Simulation-free Schrödinger bridges via score and flow matching Alexander Tong Nikolay Malkin Kilian Fatras Lazar Atanackovic Yanlei Zhang G. Huguet Guy Wolf Yoshua Bengio DiffM OT 127 40 0 07 Jul 2023
Quantum Solutions to the Privacy vs. Utility Tradeoff Sagnik Chatterjee Vyacheslav Kungurtsev 54 0 0 06 Jul 2023
Origin-Destination Travel Time Oracle for Map-based Services Yan Lin Huaiyu Wan Jilin Hu Shengnan Guo B. Yang Youfang Lin Christian S. Jensen 70 24 0 06 Jul 2023
MomentDiff: Generative Video Moment Retrieval from Random to Real P. Li Chen-Wei Xie Hongtao Xie Liming Zhao Lei Zhang Yun Zheng Deli Zhao Yongdong Zhang DiffM VGen 113 60 0 06 Jul 2023
Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback Taeho Yoon Kibeom Myoung Keon Lee Jaewoong Cho Albert No Ernest K. Ryu 104 8 0 06 Jul 2023
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models Chong Mou Xintao Wang Jie Song Ying Shan Jian Zhang DiffM 129 154 0 05 Jul 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 146 38 0 05 Jul 2023
Automating Computational Design with Generative AI J. Ploennigs Markus Berger AI4CE DiffM 79 3 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 75 3 0 05 Jul 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 466 2,462 0 04 Jul 2023
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning Gulcin Baykal Halil Faruk Karagoz T. Binhuraib Gözde B. Ünal VLM DiffM 55 4 0 04 Jul 2023
Crossway Diffusion: Improving Diffusion-based Visuomotor Policy via Self-supervised Learning Xiang Li Varun Belagali Jinghuan Shang Michael S. Ryoo 109 33 0 04 Jul 2023
Collaborative Score Distillation for Consistent Visual Synthesis Subin Kim Kyungmin Lee June Suk Choi Jongheon Jeong Kihyuk Sohn Jinwoo Shin DiffM 68 21 0 04 Jul 2023
Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT Jianhai Zhang Tonghua Wan Ethan MacDonald B. Menon A. Ganesh Qiu Wu DiffM MedIm 70 1 0 04 Jul 2023
On the Constrained Time-Series Generation Problem Andrea Coletta Sriram Gopalakrishnan Daniel Borrajo Svitlana Vyetrenko DiffM AI4TS 115 40 0 04 Jul 2023
Disentanglement in a GAN for Unconditional Speech Synthesis Matthew Baas Herman Kamper DiffM 94 4 0 04 Jul 2023
SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation Qi Yan Zhen-Long Liang Yang Song Renjie Liao Lele Wang DiffM 105 18 0 04 Jul 2023
A Comprehensive Multi-scale Approach for Speech and Dynamics Synchrony in Talking Head Generation Louis Airale Dominique Vaufreydaz Xavier Alameda-Pineda 79 1 0 04 Jul 2023
Beyond Conservatism: Diffusion Policies in Offline Multi-agent Reinforcement Learning Zhuoran Li Ling Pan Longbo Huang DiffM OffRL 74 8 0 04 Jul 2023
Learning Mixtures of Gaussians Using the DDPM Objective Kulin Shah Sitan Chen Adam R. Klivans DiffM 100 42 0 03 Jul 2023
MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion Shitao Tang Fuyang Zhang Jiacheng Chen Peng Wang Yasutaka Furukawa 158 157 0 03 Jul 2023
Transport meets Variational Inference: Controlled Monte Carlo Diffusions Francisco Vargas Shreyas Padhy Denis Blessing Nikolas Nusken DiffM OT 214 8 0 03 Jul 2023
DifFSS: Diffusion Model for Few-Shot Semantic Segmentation Weimin Tan Siyuan Chen Bo Yan DiffM 101 26 0 03 Jul 2023
ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection Yuhang Chen Chen Zhang Minghua Ma Yudong Liu Ruomeng Ding Yue Liu Shilin He Saravan Rajmohan Qingwei Lin Dongmei Zhang DiffM 100 52 0 03 Jul 2023
When Synthetic Data Met Regulation Georgi Ganev 91 2 0 01 Jul 2023