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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
To the Noise and Back: Diffusion for Shared Autonomy Takuma Yoneda Luzhe Sun Ge Yang Bradly C. Stadie Matthew R. Walter DiffM 93 29 0 23 Feb 2023
DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models Jamie M. Wynn Daniyar Turmukhambetov DiffM AI4CE 107 117 0 23 Feb 2023
Aligning Text-to-Image Models using Human Feedback Kimin Lee Hao Liu Moonkyung Ryu Olivia Watkins Yuqing Du Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh S. Gu EGVM 167 286 0 23 Feb 2023
GraphVF: Controllable Protein-Specific 3D Molecule Generation with Variational Flow Fangce Sun Zhihao Zhan Hongyu Guo Ming Zhang Jian Tang 75 6 0 23 Feb 2023
Region-Aware Diffusion for Zero-shot Text-driven Image Editing Nisha Huang Fan Tang Weiming Dong Tong-Yee Lee Changsheng Xu DiffM 111 26 0 23 Feb 2023
Controlled and Conditional Text to Image Generation with Diffusion Prior Pranav Aggarwal Hareesh Ravi Naveen Marri Sachin Kelkar F. Chen ... Alvin Ghouas Sarah Saber Malavika Ramprasad Baldo Faieta Ajinkya Kale DiffM 102 7 0 23 Feb 2023
ACE: Zero-Shot Image to Image Translation via Pretrained Auto-Contrastive-Encoder Sihan Xu Zelong Jiang Ruisi Liu Kai-Lin Yang Zhijie Huang VLM 74 1 0 22 Feb 2023
Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC Yilun Du Conor Durkan Robin Strudel J. Tenenbaum Sander Dieleman Rob Fergus Jascha Narain Sohl-Dickstein Arnaud Doucet Will Grathwohl DiffM 152 148 0 22 Feb 2023
Scaling Robot Learning with Semantically Imagined Experience Tianhe Yu Ted Xiao Austin Stone Jonathan Tompson Anthony Brohan ... M. Dee Jodilyn Peralta Brian Ichter Karol Hausman F. Xia LM&Ro DiffM 98 155 0 22 Feb 2023
Entity-Level Text-Guided Image Manipulation Yikai Wang Jianan Wang Guansong Lu Hang Xu Zhenguo Li Wei Zhang Yanwei Fu VGen 73 3 0 22 Feb 2023
On Calibrating Diffusion Probabilistic Models Tianyu Pang Cheng Lu Chao Du Min Lin Shuicheng Yan Zhijie Deng DiffM 106 2 0 21 Feb 2023
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels Zebin You Yong Zhong Fan Bao Jiacheng Sun Chongxuan Li Jun Zhu DiffM VLM 285 42 0 21 Feb 2023
LU-Net: Invertible Neural Networks Based on Matrix Factorization Robin Shing Moon Chan Sarina Penquitt Hanno Gottschalk BDL 70 4 0 21 Feb 2023
Diffusion Probabilistic Models for Structured Node Classification Hyosoon Jang Seonghyun Park Sangwoo Mo SungSoo Ahn DiffM 108 3 0 21 Feb 2023
Learning Gradually Non-convex Image Priors Using Score Matching Erich Kobler Thomas Pock 88 3 0 21 Feb 2023
Unsupervised Out-of-Distribution Detection with Diffusion Inpainting Zhenzhen Liu Jinjie Zhou Yufan Wang Kilian Q. Weinberger DiffM 109 41 0 20 Feb 2023
Cross-domain Compositing with Pretrained Diffusion Models Roy Hachnochi Mingrui Zhao Nadav Orzech Rinon Gal Ali Mahdavi-Amiri Daniel Cohen-Or Amit H. Bermano DiffM 134 17 0 20 Feb 2023
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion Jiatao Gu Alex Trevithick Kai-En Lin J. Susskind Christian Theobalt Lingjie Liu R. Ramamoorthi DiffM VGen 121 175 0 20 Feb 2023
DINOISER: Diffused Conditional Sequence Learning by Manipulating Noises Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Mingxuan Wang DiffM 142 49 0 20 Feb 2023
Discouraging posterior collapse in hierarchical Variational Autoencoders using context Anna Kuzina Jakub M. Tomczak BDL DRL 114 1 0 20 Feb 2023
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation Mingzhe Liu Han Huang Hao Feng Leilei Sun Bowen Du Yanjie Fu DiffM 91 56 0 20 Feb 2023
Restoration based Generative Models Jaemoo Choi Yesom Park Myung-joo Kang DiffM AI4CE 77 5 0 20 Feb 2023
Infinite-Dimensional Diffusion Models Jakiw Pidstrigach Youssef Marzouk Sebastian Reich Sven Wang 138 13 0 20 Feb 2023
Distributional Offline Policy Evaluation with Predictive Error Guarantees Runzhe Wu Masatoshi Uehara Wen Sun OffRL 78 14 0 19 Feb 2023
Modelos Generativos basados en Mecanismos de Difusión J. D. L. Torre DiffM 36 0 0 18 Feb 2023
Closed-Loop Transcription via Convolutional Sparse Coding Xili Dai Kai Chen Shengbang Tong Jingyuan Zhang Xingjian Gao ... Yuexiang Zhai Xiaojun Yuan H. Shum L. Ni Yi Ma DiffM DRL 90 6 0 18 Feb 2023
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent Giannis Daras Y. Dagan A. Dimakis C. Daskalakis DiffM 133 49 0 17 Feb 2023
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation Clément Vignac Nagham Osman Laura Toni P. Frossard DiffM 115 63 0 17 Feb 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou Xintao Wang Liangbin Xie Yanze Wu Shuai Liu Zhongang Qi Ying Shan Xiaohu Qie DiffM 220 1,038 0 16 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 115 23 0 16 Feb 2023
The autoregressive neural network architecture of the Boltzmann distribution of pairwise interacting spins systems I. Biazzo AI4CE 94 7 0 16 Feb 2023
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization Zhiqing Sun Yiming Yang DiffM 112 133 0 16 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 91 396 1 16 Feb 2023
PRedItOR: Text Guided Image Editing with Diffusion Prior Hareesh Ravi Sachin Kelkar Midhun Harikumar Ajinkya Kale DiffM 107 12 0 15 Feb 2023
Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild Hshmat Sahak Daniel Watson Chitwan Saharia David Fleet DiffM 84 53 0 15 Feb 2023
Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy Derui Zhu Dingfan Chen Jens Grossklags Mario Fritz DiffM 86 14 0 15 Feb 2023
Video Probabilistic Diffusion Models in Projected Latent Space Sihyun Yu Kihyuk Sohn Subin Kim Jinwoo Shin VGen DiffM 115 172 0 15 Feb 2023
Score-based Diffusion Models in Function Space Jae Hyun Lim Nikola B. Kovachki Ricardo Baptista Christopher Beckham Kamyar Azizzadenesheli ... Karsten Kreis Jan Kautz Christopher Pal Arash Vahdat Anima Anandkumar DiffM 209 50 0 14 Feb 2023
Where to Diffuse, How to Diffuse, and How to Get Back: Automated Learning for Multivariate Diffusions Raghav Singhal Mark Goldstein Rajesh Ranganath DiffM 88 22 0 14 Feb 2023
Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data Minshuo Chen Kaixuan Huang Tuo Zhao Mengdi Wang DiffM 71 108 0 14 Feb 2023
From paintbrush to pixel: A review of deep neural networks in AI-generated art Anne-Sofie Maerten Derya Soydaner 80 25 0 14 Feb 2023
A Friendly Face: Do Text-to-Image Systems Rely on Stereotypes when the Input is Under-Specified? Kathleen C. Fraser S. Kiritchenko I. Nejadgholi DiffM 80 38 0 14 Feb 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 146 47 0 14 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 111 18 0 13 Feb 2023
Raising the Cost of Malicious AI-Powered Image Editing Hadi Salman Alaa Khaddaj Guillaume Leclerc Andrew Ilyas Aleksander Madry DiffM 103 118 0 13 Feb 2023
A full-stack view of probabilistic computing with p-bits: devices, architectures and algorithms S. Chowdhury Andrea Grimaldi Navid Anjum Aadit Shaila Niazi Masoud Mohseni ... S. Fukami Luke Theogarajan G. Finocchio S. Datta Kerem Y Çamsarı TPM 99 62 0 13 Feb 2023
Preconditioned Score-based Generative Models He Ma Xiatian Zhu Xiatian Zhu Jianfeng Feng DiffM 145 6 0 13 Feb 2023
Single Motion Diffusion Sigal Raab Inbal Leibovitch Guy Tevet Moab Arar Amit H. Bermano Daniel Cohen-Or DiffM VGen 137 60 0 12 Feb 2023
I $^2$ SB: Image-to-Image Schrödinger Bridge Guan-Horng Liu Arash Vahdat De-An Huang Evangelos A. Theodorou Weili Nie Anima Anandkumar DiffM 119 155 0 12 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 151 70 0 11 Feb 2023