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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
Null-text Guidance in Diffusion Models is Secretly a Cartoon-style Creator Jing Zhao Heliang Zheng Chaoyue Wang Long Lan Wanrong Huang Wenjing Yang DiffM 116 10 0 11 May 2023
Relightify: Relightable 3D Faces from a Single Image via Diffusion Models Foivos Paraperas-Papantoniou Alexandros Lattas Stylianos Moschoglou Stefanos Zafeiriou 103 37 0 10 May 2023
iEdit: Localised Text-guided Image Editing with Weak Supervision Rumeysa Bodur Erhan Gundogdu Binod Bhattarai Tae-Kyun Kim M. Donoser Loris Bazzani DiffM 75 15 0 10 May 2023
Diffusion-based Signal Refiner for Speech Separation M. Hirano Kazuki Shimada Yuichiro Koyama Shusuke Takahashi Yuki Mitsufuji DiffM 93 8 0 10 May 2023
Style-A-Video: Agile Diffusion for Arbitrary Text-based Video Style Transfer Nisha Huang Yuxin Zhang Weiming Dong DiffM VGen 68 17 0 09 May 2023
Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation D. Stojanovski Uxio Hermida P. Lamata A. Beqiri A. Gómez MedIm DiffM 157 37 0 09 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 153 14 0 08 May 2023
CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation E. Buhmann S. Diefenbacher E. Eren F. Gaede Gregor Kasieczka A. Korol W. Korcari K. Krüger Peter McKeown DiffM 114 47 0 08 May 2023
Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias Zhiyuan Zhang Deli Chen Hao Zhou Fandong Meng Jie Zhou Xu Sun 73 5 0 08 May 2023
DiffBFR: Bootstrapping Diffusion Model Towards Blind Face Restoration Xin Qiu Congying Han Zicheng Zhang Bonan li Tiande Guo Xuecheng Nie DiffM 101 18 0 08 May 2023
Can Diffusion Model Achieve Better Performance in Text Generation? Bridging the Gap between Training and Inference! Zecheng Tang Pinzheng Wang Keyan Zhou Juntao Li Ziqiang Cao Hao Fei DiffM 78 12 0 08 May 2023
Locally Attentional SDF Diffusion for Controllable 3D Shape Generation Xin-Yang Zheng Hao Pan Peng-Shuai Wang Xin Tong Yang Liu H. Shum 122 132 0 08 May 2023
Prompt Tuning Inversion for Text-Driven Image Editing Using Diffusion Models Wenkai Dong Song Xue Xiaoyue Duan Shumin Han DiffM 109 62 0 08 May 2023
A Variational Perspective on Solving Inverse Problems with Diffusion Models Morteza Mardani Jiaming Song Jan Kautz Arash Vahdat DiffM 102 146 0 07 May 2023
Domain-Specific Denoising Diffusion Probabilistic Models for Brain Dynamics Yiqun Duan Jinzhao Zhou Zhen Wang Yu-Cheng Chang Yu-Kai Wang Chin-Teng Lin DiffM 81 10 0 07 May 2023
Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning Shengfang Zhai Yinpeng Dong Qingni Shen Shih-Chieh Pu Yuejian Fang Hang Su 73 77 0 07 May 2023
Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling Xiaohui Chen Jiaxing He Xuhong Han Liping Liu DiffM 117 56 0 06 May 2023
Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model Min Yang Shangchao Su Bin Li Xiangyang Xue DiffM 133 31 0 06 May 2023
Towards Prompt-robust Face Privacy Protection via Adversarial Decoupling Augmentation Framework Ruijia Wu Yuhang Wang Huafeng Shi Zhipeng Yu Yichao Wu Ding Liang DiffM 67 9 0 06 May 2023
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs Kaiwen Zheng Cheng Lu Jianfei Chen Jun Zhu DiffM 133 34 0 06 May 2023
Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Model Taofeng Xie Chentao Cao Zhuoxu Cui Yu Guo Caiying Wu ... Dong Liang Qiyu Jin Hongwu Zeng Guoqing Chen Haifeng Wang DiffM MedIm 93 11 0 06 May 2023
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D Yiran Zhou Yuxuan Song Minkai Xu Jingjing Gong B. Gao Hao Zhou Weiying Ma Yanyan Lan DiffM 126 18 0 05 May 2023
LayoutDM: Transformer-based Diffusion Model for Layout Generation Shang Chai Liansheng Zhuang Feng Yan DiffM 88 56 0 04 May 2023
Shap-E: Generating Conditional 3D Implicit Functions Heewoo Jun Alex Nichol DiffM 302 322 0 03 May 2023
Unpaired Downscaling of Fluid Flows with Diffusion Bridges Tobias Bischoff Katherine Deck 98 14 0 02 May 2023
Multimodal Procedural Planning via Dual Text-Image Prompting Yujie Lu Pan Lu Zhiyu Zoey Chen Wanrong Zhu Xinze Wang William Yang Wang LM&Ro 132 45 0 02 May 2023
Representation Learning via Manifold Flattening and Reconstruction Michael Psenka Druv Pai Vishal Raman S. Sastry Yi Ma 75 10 0 02 May 2023
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion Haopeng Zhang Xiao Liu Jiawei Zhang DiffM 137 42 0 02 May 2023
ContactArt: Learning 3D Interaction Priors for Category-level Articulated Object and Hand Poses Estimation Zehao Zhu Jiashun Wang Yuzhe Qin Deqing Sun Varun Jampani Xiaolong Wang DiffM 114 15 0 02 May 2023
DreamPaint: Few-Shot Inpainting of E-Commerce Items for Virtual Try-On without 3D Modeling M. S. Seyfioglu Karim Bouyarmane Suren Kumar A. Tavanaei Ismail B. Tutar DiffM 81 4 0 02 May 2023
Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles Yuanzheng Ma Wangting Zhou Rui Ma Sihua Yang Ya-Ming Tang Xun Guan DiffM MedIm 54 3 0 02 May 2023
Geometric Latent Diffusion Models for 3D Molecule Generation Minkai Xu Alexander Powers R. Dror Stefano Ermon J. Leskovec DiffM AI4CE 167 152 0 02 May 2023
In-Context Learning Unlocked for Diffusion Models Zhendong Wang Yi Ding Yadong Lu Yelong Shen Pengcheng He Weizhu Chen Zhangyang Wang Mingyuan Zhou VLM DiffM 150 78 0 01 May 2023
Logion: Machine Learning for Greek Philology Charlie Cowen-Breen Creston Brooks J. Haubold B. Graziosi 49 5 0 01 May 2023
Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem Ruida Zhou C. Tian Tie Liu 89 3 0 01 May 2023
Diffusion Models for Time Series Applications: A Survey Lequan Lin Zhengkun Li Ruikun Li Xuliang Li Junbin Gao MedIm DiffM 111 71 0 01 May 2023
Class-Balancing Diffusion Models Yiming Qin Huangjie Zheng Jiangchao Yao Mingyuan Zhou Ya Zhang DiffM 123 44 0 30 Apr 2023
SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis Azade Farshad Yousef Yeganeh Yucong Chi Cheng-nan Shen Bjorn Ommer Nassir Navab DiffM 121 30 0 28 Apr 2023
Learning a Diffusion Prior for NeRFs Guandao Yang Abhijit Kundu Leonidas Guibas Jonathan T. Barron Ben Poole DiffM 75 7 0 27 Apr 2023
Putting People in Their Place: Affordance-Aware Human Insertion into Scenes Sumith Kulal Tim Brooks A. Aiken Jiajun Wu Jimei Yang Jingwan Lu Alexei A. Efros Krishna Kumar Singh DiffM 118 44 0 27 Apr 2023
Edit Everything: A Text-Guided Generative System for Images Editing Defeng Xie Ruichen Wang Jiancang Ma Chen Chen H. Lu Ke Wang Fobo Shi Xiaodong Lin DiffM 166 32 0 27 Apr 2023
Ray Conditioning: Trading Photo-consistency for Photo-realism in Multi-view Image Generation Eric Chen Sidhanth Holalkere Ruyu Yan Kai Zhang Abe Davis 129 6 0 26 Apr 2023
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning Cheng Lu Huayu Chen Jianfei Chen Hang Su Chongxuan Li Jun Zhu DiffM OffRL 147 75 0 25 Apr 2023
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis C. Lee Jayoung Kim Noseong Park DiffM 97 64 0 25 Apr 2023
Exploring Compositional Visual Generation with Latent Classifier Guidance Changhao Shi Haomiao Ni Kaican Li Shaobo Han Mingfu Liang Martin Renqiang Min DiffM 74 9 0 25 Apr 2023
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models Zhendong Wang Yi Ding Huangjie Zheng Peihao Wang Pengcheng He Zhangyang Wang Weizhu Chen Mingyuan Zhou 94 109 0 25 Apr 2023
GlyphDiffusion: Text Generation as Image Generation Junyi Li Wayne Xin Zhao J. Nie Ji-Rong Wen DiffM 71 2 0 25 Apr 2023
Variational Diffusion Auto-encoder: Latent Space Extraction from Pre-trained Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb DiffM 55 1 0 24 Apr 2023
Customized Load Profiles Synthesis for Electricity Customers Based on Conditional Diffusion Models Zhen-yu Wang Hongcai Zhang DiffM 105 17 0 24 Apr 2023
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation Zeyu Lu Chengyue Wu Xinyuan Chen Yaohui Wang Junlin Wu Yu Qiao Xihui Liu DiffM 107 17 0 24 Apr 2023