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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
Mist: Towards Improved Adversarial Examples for Diffusion Models Chumeng Liang Xiaoyu Wu DiffM 94 57 0 22 May 2023
Guided Motion Diffusion for Controllable Human Motion Synthesis Korrawe Karunratanakul Konpat Preechakul Supasorn Suwajanakorn Siyu Tang DiffM 118 134 0 21 May 2023
Conditional Generative Modeling for High-dimensional Marked Temporal Point Processes Zheng Dong Zekai Fan Shixiang Zhu DiffM 119 4 0 21 May 2023
Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion Jiarui Sun Girish Chowdhary DiffM 101 8 0 21 May 2023
Watermarking Diffusion Model Yugeng Liu Zheng Li Michael Backes Yun Shen Yang Zhang WIGM 84 36 0 21 May 2023
DiffUCD:Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model Xiangrong Zhang Shunli Tian Guanchun Wang Huiyu Zhou Licheng Jiao DiffM 89 7 0 21 May 2023
Spatio-temporal Diffusion Point Processes Yuan Yuan Jingtao Ding Chenyang Shao Depeng Jin Yong Li DiffM 111 49 0 21 May 2023
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation Han Huang Leilei Sun Bowen Du Weifeng Lv DiffM 108 16 0 21 May 2023
Diffusion Co-Policy for Synergistic Human-Robot Collaborative Tasks Eley Ng Ziang Liu Monroe Kennedy DiffM 105 22 0 20 May 2023
DiffCap: Exploring Continuous Diffusion on Image Captioning Yufeng He Zefan Cai Xu Gan Baobao Chang DiffM 84 7 0 20 May 2023
SneakyPrompt: Jailbreaking Text-to-image Generative Models Yuchen Yang Bo Hui Haolin Yuan Neil Zhenqiang Gong Yinzhi Cao EGVM 203 93 0 20 May 2023
Chupa: Carving 3D Clothed Humans from Skinned Shape Priors using 2D Diffusion Probabilistic Models Byungjun Kim Patrick Kwon K. Lee Myunggi Lee Sookwan Han Daesik Kim Hanbyul Joo DiffM 87 20 0 19 May 2023
Any-to-Any Generation via Composable Diffusion Zineng Tang Ziyi Yang Chenguang Zhu Michael Zeng Joey Tianyi Zhou VGen DiffM 130 191 0 19 May 2023
The probability flow ODE is provably fast Sitan Chen Sinho Chewi Holden Lee Yuanzhi Li Jianfeng Lu Adil Salim DiffM 102 91 0 19 May 2023
Incomplete Multi-view Clustering via Diffusion Completion Sifan Fang DiffM 57 6 0 19 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 134 47 0 18 May 2023
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild Can Qin Shu Zhen Zhang Ning Yu Yihao Feng Xinyi Yang ... Caiming Xiong Silvio Savarese Stefano Ermon Yun Fu Ran Xu 117 136 0 18 May 2023
Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces Javier E. Santos Z. Fox Nicholas Lubbers Yen Ting Lin DiffM 88 20 0 18 May 2023
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold Xingang Pan A. Tewari Thomas Leimkuhler Lingjie Liu Abhimitra Meka Christian Theobalt DiffM 118 248 0 18 May 2023
How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses Joana Cabral Costa Tiago Roxo Hugo Manuel Proença Pedro R. M. Inácio AAML 122 64 0 18 May 2023
TextDiffuser: Diffusion Models as Text Painters Jingye Chen Yupan Huang Tengchao Lv Lei Cui Qifeng Chen Furu Wei 242 126 0 18 May 2023
GETMusic: Generating Any Music Tracks with a Unified Representation and Diffusion Framework Ang Lv Xuejiao Tan Peiling Lu Wei Ye Shikun Zhang Jiang Bian Rui Yan DiffM 90 13 0 18 May 2023
Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners Xuehai He Weixi Feng Tsu-Jui Fu Varun Jampani Arjun Reddy Akula P. Narayana Sugato Basu William Yang Wang Xinze Wang DiffM 114 8 0 18 May 2023
Dirichlet Diffusion Score Model for Biological Sequence Generation P. Avdeyev Chenlai Shi Y.M. Tan Kseniia Dudnyk Jian Zhou DiffM 148 54 0 18 May 2023
Sampling, Diffusions, and Stochastic Localization Andrea Montanari DiffM 63 34 0 18 May 2023
RMSSinger: Realistic-Music-Score based Singing Voice Synthesis Jinzheng He Jinglin Liu Zhenhui Ye Rongjie Huang Chenye Cui Huadai Liu Zhou Zhao DiffM 140 20 0 18 May 2023
Bayesian Renormalization D. Berman Marc S. Klinger A. G. Stapleton 104 17 0 17 May 2023
FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention Guangxuan Xiao Tianwei Yin William T. Freeman F. Durand Song Han VGen DiffM 152 254 0 17 May 2023
Controllable Mind Visual Diffusion Model Bo-Wen Zeng Shanglin Li Xuhui Liu Sicheng Gao Xiaolong Jiang Xu Tang Feng-Long Xie Jianzhuang Liu Baochang Zhang DiffM 62 26 0 17 May 2023
Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems Omer Belhasin Yaniv Romano Daniel Freedman Ehud Rivlin Michael Elad 109 25 0 17 May 2023
Face Recognition Using Synthetic Face Data Omer Granoviter Alexey Gruzdev V. Loginov Max Kogan Orly Zvitia 91 1 0 17 May 2023
To smooth a cloud or to pin it down: Guarantees and Insights on Score Matching in Denoising Diffusion Models Francisco Vargas Teodora Reu A. Kerekes Michael M Bronstein DiffM 105 1 0 16 May 2023
Discrete Diffusion Probabilistic Models for Symbolic Music Generation Matthias Plasser S. Peter Gerhard Widmer DiffM MGen 68 11 0 16 May 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He Wang Jianxin Sun Ming Wang Richang Hong 104 18 0 16 May 2023
A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image Reconstruction Ruoqing Wang Zhu-xue Chen Qiong Luo Feng Wang DiffM 60 6 0 16 May 2023
Denoising Diffusion Models for Plug-and-Play Image Restoration Yuanzhi Zhu Peng Sun Christos Sakaridis Jingyun Liang Bihan Wen Radu Timofte Luc Van Gool DiffM 143 221 0 15 May 2023
Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models Krishna Sri Ipsit Mantri Nevasini Sasikumar DiffM 65 2 0 15 May 2023
Laughing Matters: Introducing Laughing-Face Generation using Diffusion Models Antoni Bigata Casademunt Rodrigo Mira Nikita Drobyshev Konstantinos Vougioukas Stavros Petridis Maja Pantic DiffM 103 2 0 15 May 2023
Common Diffusion Noise Schedules and Sample Steps are Flawed Shanchuan Lin Bingchen Liu Jiashi Li Xiao Yang DiffM 100 229 0 15 May 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion Rabeeh Karimi Mahabadi Hamish Ivison Jaesung Tae James Henderson Iz Beltagy Matthew E. Peters Arman Cohan 106 28 0 15 May 2023
Neural Boltzmann Machines Alex H. Lang A. Loukianov Charles K. Fisher AI4CE BDL 64 2 0 15 May 2023
FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning Penghui Wei Hongjian Dou Shaoguo Liu Rong Tang Li Liu Liangji Wang Bo Zheng FedML 76 14 0 15 May 2023
Diffusion Models for Imperceptible and Transferable Adversarial Attack Jianqi Chen Hechang Chen Keyan Chen Yilan Zhang Zhengxia Zou Z. Shi DiffM 116 73 0 14 May 2023
On enhancing the robustness of Vision Transformers: Defensive Diffusion Raza Imam Muhammad Huzaifa Mohammed El-Amine Azz MedIm DiffM 126 5 0 14 May 2023
ELSA -- Enhanced latent spaces for improved collider simulations Benjamin Nachman R. Winterhalder 78 14 0 12 May 2023
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation Yu Chen Wei Deng Shikai Fang Fengpei Li Ni Yang Yikai Zhang Kashif Rasul Shandian Zhe Anderson Schneider Yuriy Nevmyvaka OT AI4TS 111 26 0 12 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 211 326 0 11 May 2023
Generation of Structurally Realistic Retinal Fundus Images with Diffusion Models Sojung Go Younghoon Ji Sang Jun Park Soochahn Lee DiffM MedIm 83 7 0 11 May 2023
Collection Space Navigator: An Interactive Visualization Interface for Multidimensional Datasets Tillmann Ohm M. Sola Andres Karjus Maximilian Schich 57 6 0 11 May 2023
Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable Hyeok Kyu Kwon Minwoo Chae DRL 82 3 0 11 May 2023