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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
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise Jiaao Chen Aston Zhang Mu Li Alexander J. Smola Diyi Yang DiffM 88 21 0 10 Apr 2023
Ambiguous Medical Image Segmentation using Diffusion Models Aimon Rahman Jeya Maria Jose Valanarasu Ilker Hacihaliloglu V. Patel MedIm DiffM 101 106 0 10 Apr 2023
Reflected Diffusion Models Aaron Lou Stefano Ermon 113 56 0 10 Apr 2023
EKILA: Synthetic Media Provenance and Attribution for Generative Art Kar Balan S. Agarwal Simon Jenni Andy Parsons Andrew Gilbert John Collomosse 71 13 0 10 Apr 2023
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Tao Chen Chenhui Wang Hongming Shan DiffM MedIm 89 35 0 10 Apr 2023
HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation Xu Ju Ailing Zeng Chenchen Zhao Jianan Wang Lei Zhang Qian Xu DiffM 83 93 0 09 Apr 2023
A Comprehensive Survey on Knowledge Distillation of Diffusion Models Weijian Luo DiffM MedIm 110 38 0 09 Apr 2023
Deep Generative Modeling with Backward Stochastic Differential Equations Xingcheng Xu PINN 59 0 0 08 Apr 2023
SimbaML: Connecting Mechanistic Models and Machine Learning with Augmented Data Maixmilian Kleissl Lukas Drews Benedict Heyder Julian Zabbarov Pascal Iversen Simon Witzke B. Renard Katharina Baum AI4CE 53 4 0 08 Apr 2023
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis Qiucheng Wu Yujian Liu Handong Zhao T. Bui Zhe Lin Yang Zhang Shiyu Chang DiffM 97 46 0 07 Apr 2023
Conservative objective models are a special kind of contrastive divergence-based energy model Christopher Beckham C. Pal 98 4 0 07 Apr 2023
Beyond Privacy: Navigating the Opportunities and Challenges of Synthetic Data B. V. Breugel M. Schaar 67 31 0 07 Apr 2023
ChiroDiff: Modelling chirographic data with Diffusion Models Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song DiffM 113 10 0 07 Apr 2023
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models Guanhua Zhang Jiabao Ji Yang Zhang Mo Yu Tommi Jaakkola Shiyu Chang DiffM 105 68 0 06 Apr 2023
Diffusion Models as Masked Autoencoders Chen Wei K. Mangalam Po-Yao (Bernie) Huang Yanghao Li Haoqi Fan Hu Xu Huiyu Wang Cihang Xie Alan Yuille Christoph Feichtenhofer DiffM SyDa 102 53 0 06 Apr 2023
Synthetic Data in Healthcare Daniel J. McDuff Theodore R. Curran A. Kadambi MedIm SyDa 89 19 0 06 Apr 2023
Face Animation with an Attribute-Guided Diffusion Model Bo-Wen Zeng Xuhui Liu Sicheng Gao Boyu Liu Hong Li Jianzhuang Liu Baochang Zhang 86 33 0 06 Apr 2023
Advances in Data-Driven Analysis and Synthesis of 3D Indoor Scenes A. Patil Supriya Gadi Patil Manyi Li Matthew Fisher Manolis Savva Haotong Zhang 3DV 121 20 0 06 Apr 2023
Synthesizing Anyone, Anywhere, in Any Pose Håkon Hukkelås Frank Lindseth 94 4 0 06 Apr 2023
Zero-shot Generative Model Adaptation via Image-specific Prompt Learning Jiayi Guo Chaofei Wang You Wu Eric Zhang Kai Wang Xingqian Xu S. Song Humphrey Shi Gao Huang DiffM VLM 147 30 0 06 Apr 2023
Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 113 6 0 06 Apr 2023
Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models Yunxiang Li H. Shao Xiao Liang Liyuan Chen Ruiqi Li Steve B. Jiang Jing Wang You Zhang MedIm DiffM 97 52 0 05 Apr 2023
GenPhys: From Physical Processes to Generative Models Ziming Liu Di Luo Yilun Xu Tommi Jaakkola M. Tegmark AI4CE 68 16 0 05 Apr 2023
Generative Novel View Synthesis with 3D-Aware Diffusion Models E. R. Chan Koki Nagano Matthew A. Chan Alexander W. Bergman Jeong Joon Park Axel Levy M. Aittala Shalini De Mello Tero Karras Gordon Wetzstein DiffM 107 241 0 05 Apr 2023
Goal-Conditioned Imitation Learning using Score-based Diffusion Policies Moritz Reuss M. Li Xiaogang Jia Rudolf Lioutikov DiffM 178 176 0 05 Apr 2023
Graph Representation Learning for Interactive Biomolecule Systems Xinye Xiong Bingxin Zhou Yu Guang Wang AI4CE GNN 210 0 0 05 Apr 2023
EigenFold: Generative Protein Structure Prediction with Diffusion Models Bowen Jing Ezra Erives Peter Pao-Huang Gabriele Corso Bonnie Berger Tommi Jaakkola DiffM 114 76 0 05 Apr 2023
A Diffusion-based Method for Multi-turn Compositional Image Generation Chao Wang DiffM 80 3 0 05 Apr 2023
Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing Alberto Baldrati Davide Morelli Giuseppe Cartella Marcella Cornia Marco Bertini Rita Cucchiara DiffM 60 57 0 04 Apr 2023
EGC: Image Generation and Classification via a Diffusion Energy-Based Model Qiushan Guo Chuofan Ma Yi Jiang Zehuan Yuan Yizhou Yu Ping Luo DiffM 88 8 0 04 Apr 2023
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel 100 17 0 04 Apr 2023
viz2viz: Prompt-driven stylized visualization generation using a diffusion model Jiaqi Wu John Joon Young Chung Eytan Adar DiffM 56 12 0 04 Apr 2023
Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion Davis Rempe Zhengyi Luo Xue Bin Peng Ye Yuan Kris Kitani Karsten Kreis Sanja Fidler Or Litany 89 117 0 04 Apr 2023
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization Q. Gao Zilong Li Junping Zhang Yi Zhang Hongming Shan DiffM MedIm 100 57 0 04 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo Zhang Bo Dai DiffM 148 193 0 03 Apr 2023
DreamFace: Progressive Generation of Animatable 3D Faces under Text Guidance Longwen Zhang Qiwei Qiu Hongyang Lin Qixuan Zhang Cheng Shi Wei Yang Ye Shi Sibei Yang Lan Xu Jingyi Yu 3DH 101 79 0 01 Apr 2023
Subject-driven Text-to-Image Generation via Apprenticeship Learning Wenhu Chen Hexiang Hu Yandong Li Nataniel Rui Xuhui Jia Ming-Wei Chang William W. Cohen DiffM 172 194 0 01 Apr 2023
$$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States$ $\infty$ -Diff: Infinite Resolution Diffusion with Subsampled Mollified States Sam Bond-Taylor Chris G. Willcocks 85 18 0 31 Mar 2023
A Closer Look at Parameter-Efficient Tuning in Diffusion Models Chendong Xiang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 58 16 0 31 Mar 2023
One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière DiffM 97 29 0 31 Mar 2023
Diffusion Action Segmentation Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 119 73 0 31 Mar 2023
3D-aware Image Generation using 2D Diffusion Models Jianfeng Xiang Jiaolong Yang Binbin Huang Xin Tong DiffM 96 67 0 31 Mar 2023
Learning Procedure-aware Video Representation from Instructional Videos and Their Narrations Yiwu Zhong Licheng Yu Yang Bai Shangwen Li Xueting Yan Yin Li AI4TS 106 34 0 31 Mar 2023
Token Merging for Fast Stable Diffusion Daniel Bolya Judy Hoffman 99 113 0 30 Mar 2023
Consistent View Synthesis with Pose-Guided Diffusion Models Hung-Yu Tseng Qinbo Li Changil Kim Suhib Alsisan Jia-Bin Huang Johannes Kopf DiffM 109 101 0 30 Mar 2023
DDP: Diffusion Model for Dense Visual Prediction Yuanfeng Ji Zhe Chen Enze Xie Lanqing Hong Xihui Liu Zhaoqiang Liu Tong Lu Zhenguo Li Ping Luo DiffM VLM 137 138 0 30 Mar 2023
DAE-Talker: High Fidelity Speech-Driven Talking Face Generation with Diffusion Autoencoder Chenpeng Du Qi Chen Xie Chen K. Yu DiffM 132 51 0 30 Mar 2023
PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor Vidit Goel E. Peruzzo Yi Ding Dejia Xu Xingqian Xu N. Sebe Trevor Darrell Zhangyang Wang Humphrey Shi DiffM 71 8 0 30 Mar 2023
LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation Guangcong Zheng Xianpan Zhou Xuewei Li Zhongang Qi Ying Shan Xi Li DiffM 103 190 0 30 Mar 2023
ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing Xiaodan Li YueFeng Chen Yao Zhu Shuhui Wang Rong Zhang Hui Xue 82 26 0 30 Mar 2023