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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"

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Title
Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion Zixuan Ni Longhui Wei Jiacheng Li Siliang Tang Yueting Zhuang Qi Tian DiffM 98 22 0 02 Aug 2023
Diffusion Model for Camouflaged Object Detection Zhe Chen Rongrong Gao Tian-Zhu Xiang Fanzhao Lin DiffM 85 21 0 01 Aug 2023
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges Giorgio Franceschelli Mirco Musolesi AI4CE 160 22 0 31 Jul 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 100 10 0 31 Jul 2023
DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation Runyang Feng Yixing Gao Tze Ho Elden Tse Xu Ma H. Chang DiffM 86 24 0 31 Jul 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 109 3 0 31 Jul 2023
BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian SILM DiffM 88 24 0 31 Jul 2023
Wasserstein Mirror Gradient Flow as the limit of the Sinkhorn Algorithm Nabarun Deb Young-Heon Kim Soumik Pal Geoffrey Schiebinger 71 12 0 31 Jul 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Dong Li Yiran Zhong Yuchao Dai DiffM 153 29 0 31 Jul 2023
Don't be so negative! Score-based Generative Modeling with Oracle-assisted Guidance Saeid Naderiparizi Xiaoxuan Liang Setareh Cohan Berend Zwartsenberg Frank Wood DiffM 88 5 0 31 Jul 2023
Crystal Structure Prediction by Joint Equivariant Diffusion Rui Jiao Wen-bing Huang Peijia Lin Jiaqi Han Pin Chen Yutong Lu Yang Liu DiffM 102 70 0 30 Jul 2023
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction Sibo Tian Minghui Zheng Xiao Liang DiffM 98 20 0 30 Jul 2023
RGB-D-Fusion: Image Conditioned Depth Diffusion of Humanoid Subjects Sascha Kirch Valeria Olyunina Jan Ondřej Rafael Pagés Sergio Martín Clara Pérez-Molina 78 2 0 29 Jul 2023
Effective Whole-body Pose Estimation with Two-stages Distillation Zhendong Yang Ailing Zeng Chun Yuan Yu Li 161 183 0 29 Jul 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 119 46 0 28 Jul 2023
AbDiffuser: Full-Atom Generation of in vitro Functioning Antibodies Karolis Martinkus J. Ludwiczak Kyunghyun Cho Weishao Lian J. Lafrance-Vanasse ... A. Rajpal Yongpeng Wu Richard Bonneau Vladimir Gligorijević Andreas Loukas DiffM 121 46 0 28 Jul 2023
TEDi: Temporally-Entangled Diffusion for Long-Term Motion Synthesis Zihan Zhang Richard Liu Kfir Aberman Rana Hanocka DiffM 81 30 0 27 Jul 2023
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals Yu-Ting Lan Kan Ren Yansen Wang Wei-Long Zheng Dongsheng Li Bao-Liang Lu Lili Qiu DiffM 129 22 0 27 Jul 2023
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement Tao Wang Kaihao Zhang Ziqian Shao Wenhan Luo B. Stenger Tae-Kyun Kim Wei Liu Hongdong Li DiffM 92 15 0 27 Jul 2023
Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior Adam Block Ali Jadbabaie Daniel Pfrommer Max Simchowitz Russ Tedrake DiffM 155 26 0 27 Jul 2023
Scaling Up and Distilling Down: Language-Guided Robot Skill Acquisition Huy Ha Peter R. Florence Shuran Song LM&Ro 110 158 0 26 Jul 2023
Pre-Training with Diffusion models for Dental Radiography segmentation Jérémy Rousseau C. Alaka E. Covili H. Mayard L. Misrachi Willy Au DiffM MedIm AI4CE 105 5 0 26 Jul 2023
Points-to-3D: Bridging the Gap between Sparse Points and Shape-Controllable Text-to-3D Generation Chaohui Yu Qiang-feng Zhou Jingliang Li Zhe Zhang Zhibin Wang Fan Wang DiffM 96 41 0 26 Jul 2023
MCMC-Correction of Score-Based Diffusion Models for Model Composition Anders Sjöberg Jakob Lindqvist Magnus Önnheim Mats Jirstrand Lennart Svensson DiffM 92 3 0 26 Jul 2023
Benchmarking and Analyzing Generative Data for Visual Recognition Yue Liu Haotian Liu Liangyu Chen Yong Jae Lee Cuiping Li Ziwei Liu EGVM VLM 56 4 0 25 Jul 2023
Fake It Without Making It: Conditioned Face Generation for Accurate 3D Face Reconstruction William Rowan P. Huber Nick E. Pears Andrew Keeling DiffM 82 0 0 25 Jul 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 92 157 0 24 Jul 2023
Synthetic pre-training for neural-network interatomic potentials John L A Gardner Kathryn T. Baker Volker L. Deringer AI4CE 126 20 0 24 Jul 2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry Yong-Hyun Park Mingi Kwon J. Choi Junghyo Jo Youngjung Uh DiffM 132 72 0 24 Jul 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition Shilin Lu Yanzhu Liu A. Kong 174 102 0 24 Jul 2023
DiAMoNDBack: Diffusion-denoising Autoregressive Model for Non-Deterministic Backmapping of Cα Protein Traces Michael S. Jones Kirill Shmilovich Andrew L. Ferguson DiffM 83 14 0 23 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 127 247 0 23 Jul 2023
PartDiff: Image Super-resolution with Partial Diffusion Models Kai Zhao A. Hung Kai-Lin Pang Haoxin Zheng Kyunghyun Sung DiffM MedIm 65 3 0 21 Jul 2023
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting Marcel Kollovieh Abdul Fatir Ansari Michael Bohlke-Schneider Jasper Zschiegner Hao Wang Yuyang Wang DiffM AI4TS 120 52 0 21 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 74 2 0 21 Jul 2023
DPM-OT: A New Diffusion Probabilistic Model Based on Optimal Transport Zezeng Li Shenghao Li Zhanpeng Wang Na Lei Zhongxuan Luo Xianfeng Gu OT DiffM 76 9 0 21 Jul 2023
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion Jinheng Xie Yuexiang Li Yawen Huang Haozhe Liu Wentian Zhang Yefeng Zheng Mike Zheng Shou DiffM 197 205 0 20 Jul 2023
Physics-Driven Turbulence Image Restoration with Stochastic Refinement Ajay Jaiswal Xingguang Zhang Stanley H. Chan Zhangyang Wang 88 22 0 20 Jul 2023
Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap Dejia Xu Xingqian Xu Wenyan Cong Humphrey Shi Zhangyang Wang DiffM 87 4 0 20 Jul 2023
TokenFlow: Consistent Diffusion Features for Consistent Video Editing Michal Geyer Omer Bar-Tal Shai Bagon Tali Dekel VGen DiffM 146 271 0 19 Jul 2023
Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis Lingting Zhu Zeyue Xue Zhenchao Jin Xian Liu Jingzhen He Ziwei Liu Lequan Yu DiffM MedIm 91 35 0 19 Jul 2023
Adversarial Likelihood Estimation With One-Way Flows Omri Ben-Dov Pravir Singh Gupta Victoria Fernandez-Abrevaya Michael J. Black Partha Ghosh GAN DRL 76 0 0 19 Jul 2023
DiffDP: Radiotherapy Dose Prediction via a Diffusion Model Zheng-Kai Feng L. Wen Peng Wang Binyu Yan Xi Wu Jiliu Zhou Yan Wang DiffM MedIm 51 20 0 19 Jul 2023
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls Lejun Min Junyan Jiang Gus Xia Jingwei Zhao DiffM 99 22 0 19 Jul 2023
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation Federico Betti Jacopo Staiano Lorenzo Baraldi Lorenzo Baraldi Rita Cucchiara N. Sebe EGVM 52 7 0 18 Jul 2023
Real-time Inference and Extrapolation via a Diffusion-inspired Temporal Transformer Operator (DiTTO) O. Ovadia Vivek Oommen Adar Kahana Ahmad Peyvan Eli Turkel George Karniadakis AI4CE 108 15 0 18 Jul 2023
PromptMagician: Interactive Prompt Engineering for Text-to-Image Creation Yingchaojie Feng Xingbo Wang Kamkwai Wong Sijia Wang Yuhong Lu Minfeng Zhu Baicheng Wang Wei Chen DiffM 108 83 0 18 Jul 2023
Autoregressive Diffusion Model for Graph Generation Lingkai Kong Jiaming Cui Haotian Sun Yuchen Zhuang B. Prakash Chao Zhang DiffM 83 70 0 17 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 120 75 0 17 Jul 2023
Artificial Intelligence for the Electron Ion Collider (AI4EIC) C. Allaire R. Ammendola E. Aschenauer Maximilian Balandat M. Battaglieri ... D. Whiteson M. Williams S. Wu N. Zachariou P. Zurita 77 5 0 17 Jul 2023