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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
Understanding Deep Generative Models with Generalized Empirical Likelihoods Suman V. Ravuri Mélanie Rey S. Mohamed M. Deisenroth VLM 72 5 0 16 Jun 2023
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models Roy Voetman Maya Aghaei K. Dijkstra DiffM 103 12 0 16 Jun 2023
Evaluating the Robustness of Text-to-image Diffusion Models against Real-world Attacks Hongcheng Gao Hao Zhang Yinpeng Dong Zhijie Deng AAML 114 23 0 16 Jun 2023
Hierarchical Planning and Control for Box Loco-Manipulation Zhaoming Xie Jo-Han Tseng Sebastian Starke M. van de Panne Chenxi Liu 73 30 0 15 Jun 2023
Improving Path Planning Performance through Multimodal Generative Models with Local Critics Jorge Ocampo Jimenez Wael Suleiman 58 3 0 15 Jun 2023
Evaluating Data Attribution for Text-to-Image Models Sheng-Yu Wang Alexei A. Efros Jun-Yan Zhu Richard Y. Zhang TDI 99 33 0 15 Jun 2023
ArtFusion: Controllable Arbitrary Style Transfer using Dual Conditional Latent Diffusion Models Da Chen DiffM 86 4 0 15 Jun 2023
DreamHuman: Animatable 3D Avatars from Text Nikos Kolotouros Thiemo Alldieck Andrei Zanfir Eduard Gabriel Bazavan Mihai Fieraru C. Sminchisescu 127 101 0 15 Jun 2023
Fast Training of Diffusion Models with Masked Transformers Hongkai Zheng Weili Nie Arash Vahdat Anima Anandkumar DiffM 124 73 0 15 Jun 2023
Towards Faster Non-Asymptotic Convergence for Diffusion-Based Generative Models Gen Li Yuting Wei Yuxin Chen Yuejie Chi DiffM 123 62 0 15 Jun 2023
DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks Cai Kang Yinpeng Dong Zhengyi Wang Shouwei Ruan Yubo Chen Hang Su Xingxing Wei AAML DiffM 100 11 0 15 Jun 2023
Enhanced Sampling with Machine Learning: A Review S. Mehdi Zachary Smith Lukas Herron Ziyue Zou P. Tiwary AI4CE 55 8 0 15 Jun 2023
Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models Tomer Amit Shmuel Shichrur Tal Shaharabany Lior Wolf MedIm DiffM 90 11 0 15 Jun 2023
Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification Jingyi Zhou Jiamu Sheng Jiayuan Fan Peng Ye Tongdi He Bin Wang Tao Chen DiffM 72 19 0 15 Jun 2023
RecFusion: A Binomial Diffusion Process for 1D Data for Recommendation Gabriel Bénédict Olivier Jeunen Samuele Papa Samarth Bhargav Daan Odijk Maarten de Rijke DiffM 95 10 0 15 Jun 2023
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models En-hao Liu Xuefei Ning Zinan Lin Huazhong Yang Yu Wang 121 40 0 15 Jun 2023
Deep Generative Models for Decision-Making and Control Michael Janner 94 1 0 15 Jun 2023
Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis Zhiyu Jin Xuli Shen Bin Li Xiangyang Xue 89 38 0 14 Jun 2023
DiffuDetox: A Mixed Diffusion Model for Text Detoxification Griffin Floto Mohammad Mahdi Torabi pour Parsa Farinneya Zhenwei Tang Ali Pesaranghader Manasa Bharadwaj Scott Sanner DiffM 81 11 0 14 Jun 2023
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation Zhiyuan Hu Chumin Liu Yue Feng Anh Tuan Luu Bryan Hooi DiffM 73 5 0 14 Jun 2023
TryOnDiffusion: A Tale of Two UNets Luyang Zhu Dawei Yang Tyler Lixuan Zhu F. Reda William Chan Chitwan Saharia Mohammad Norouzi Ira Kemelmacher-Shlizerman DiffM 109 111 0 14 Jun 2023
GBSD: Generative Bokeh with Stage Diffusion Jieren Deng Xiaoxia Zhou Hao Tian Zhihong Pan Derek Aguiar DiffM 66 1 0 14 Jun 2023
DORSal: Diffusion for Object-centric Representations of Scenes et al Allan Jabri Sjoerd van Steenkiste Emiel Hoogeboom Mehdi S. M. Sajjadi Thomas Kipf 89 16 0 13 Jun 2023
Generative Watermarking Against Unauthorized Subject-Driven Image Synthesis Yi Ma Zhengyu Zhao Xinlei He Zheng Li Michael Backes Yang Zhang AAML WIGM 92 21 0 13 Jun 2023
Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion Model Xinyu Zhang Jiaxian Guo Paul D. Yoo Yutaka Matsuo Yusuke Iwasawa DiffM 115 22 0 13 Jun 2023
User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems Marc Finzi Anudhyan Boral A. Wilson Fei Sha Leonardo Zepeda-Núñez DiffM 99 23 0 13 Jun 2023
3D molecule generation by denoising voxel grids Pedro H. O. Pinheiro Joshua Rackers J. Kleinhenz Michael R. Maser Omar Mahmood Andrew Watkins Stephen Ra Vishnu Sresht Saeed Saremi DiffM 110 25 0 13 Jun 2023
Scalable 3D Captioning with Pretrained Models Tiange Luo C. Rockwell Honglak Lee Justin Johnson 129 160 0 12 Jun 2023
Diffusion Models for Black-Box Optimization S. Krishnamoorthy Satvik Mashkaria Aditya Grover DiffM 134 59 0 12 Jun 2023
Fast Diffusion Model Zike Wu Pan Zhou Kenji Kawaguchi Hanwang Zhang DiffM 97 22 0 12 Jun 2023
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models Sheng-Yen Chou Pin-Yu Chen Tsung-Yi Ho DiffM 110 56 0 12 Jun 2023
On Kinetic Optimal Probability Paths for Generative Models Neta Shaul Ricky T. Q. Chen Maximilian Nickel Matt Le Y. Lipman OT 75 26 0 11 Jun 2023
Language-Guided Traffic Simulation via Scene-Level Diffusion Ziyuan Zhong Davis Rempe Yuxiao Chen Boris Ivanovic Yulong Cao Danfei Xu Marco Pavone Baishakhi Ray DiffM 85 91 0 10 Jun 2023
Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models Siyan Zhao Aditya Grover OffRL 94 7 0 09 Jun 2023
Value function estimation using conditional diffusion models for control Bogdan Mazoure Walter A. Talbott Miguel Angel Bautista R. Devon Hjelm Alexander Toshev J. Susskind DiffM 83 4 0 09 Jun 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 121 30 0 09 Jun 2023
Sketch2Stress: Sketching with Structural Stress Awareness Deng Yu Chufeng Xiao Manfred Lau Hongbo Fu 63 1 0 09 Jun 2023
BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping Jiatao Gu Shuangfei Zhai Yizhe Zhang Lingjie Liu J. Susskind DiffM 71 76 0 08 Jun 2023
A brief review of contrastive learning applied to astrophysics M. Huertas-Company R. Sarmiento J. Knapen 80 9 0 08 Jun 2023
Stochastic Multi-Person 3D Motion Forecasting Sirui Xu Yu-Xiong Wang Liangyan Gui DiffM 84 25 0 08 Jun 2023
Improving Tuning-Free Real Image Editing with Proximal Guidance Ligong Han Song Wen Qi Chen Zhixing Zhang Kunpeng Song ... Qilong Zhangli Jindong Jiang Zhaoyang Xia Akash Srivastava Dimitris N. Metaxas DiffM 123 63 0 08 Jun 2023
Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning Shuxin Zheng Jiyan He Chang-Shu Liu Yu Shi Ziheng Lu ... Peiran Jin Chi Chen Frank Noé Haiguang Liu Tie-Yan Liu AI4CE 95 41 0 08 Jun 2023
Protein Discovery with Discrete Walk-Jump Sampling Nathan C. Frey Daniel Berenberg Karina Zadorozhny J. Kleinhenz J. Lafrance-Vanasse ... Richard Bonneau Kyunghyun Cho Andreas Loukas Vladimir Gligorijević Saeed Saremi DiffM 138 35 0 08 Jun 2023
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models Nan Liu Yilun Du Shuang Li J. Tenenbaum Antonio Torralba DiffM CoGe 110 27 0 08 Jun 2023
PriSampler: Mitigating Property Inference of Diffusion Models Hailong Hu Jun Pang DiffM 79 3 0 08 Jun 2023
SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions Yuseung Lee Kunho Kim Hyunjin Kim Minhyuk Sung DiffM 129 68 0 08 Jun 2023
Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders Hien Dang Tho Tran T. Nguyen Nhat Ho CML DRL 114 5 0 08 Jun 2023
Multi-Architecture Multi-Expert Diffusion Models Yunsung Lee Jin-Young Kim Hyojun Go Myeongho Jeong Shinhyeok Oh Seungtaek Choi DiffM 110 31 0 08 Jun 2023
ShaDDR: Interactive Example-Based Geometry and Texture Generation via 3D Shape Detailization and Differentiable Rendering Qimin Chen Zhiqin Chen Hang Zhou Hao Zhang 3DH 83 12 0 08 Jun 2023
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning Jifeng Hu Yan Sun Sili Huang Siyuan Guo Hechang Chen Li Shen Lichao Sun Yi-Ju Chang Dacheng Tao DiffM OffRL 87 14 0 08 Jun 2023