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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
Interpreting and Improving Diffusion Models from an Optimization Perspective Frank Permenter Chenyang Yuan DiffM 85 4 0 08 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu M. Volkovs J. E. T. Taylor Gabriel Loaiza-Ganem EGVM 165 108 0 07 Jun 2023
Designing a Better Asymmetric VQGAN for StableDiffusion Zixin Zhu Xuelu Feng DongDong Chen Jianmin Bao Le Wang Yinpeng Chen Lu Yuan Gang Hua DiffM 101 35 0 07 Jun 2023
Multi-modal Latent Diffusion Mustapha Bounoua Giulio Franzese Pietro Michiardi DiffM 98 13 0 07 Jun 2023
Synthesizing realistic sand assemblies with denoising diffusion in latent space Nikolaos N. Vlassis WaiChing Sun K. Alshibli R. Regueiro DiffM 65 6 0 07 Jun 2023
Interpretable Style Transfer for Text-to-Speech with ControlVAE and Diffusion Bridge Wenhao Guan Tao Li Yishuang Li Hukai Huang Q. Hong Lin Li DiffM 96 6 0 07 Jun 2023
ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function Jinyoung Kim Soonwoo Kwon Hyojun Go Yunsung Lee Seungtaek Choi Hyun-Gyoon Kim 87 1 0 07 Jun 2023
A Comprehensive Survey on Generative Diffusion Models for Structured Data Heejoon Koo To Eun Kim DiffM MedIm 74 7 0 07 Jun 2023
Phoenix: A Federated Generative Diffusion Model Fiona Victoria Stanley Jothiraj A. Mashhadi DiffM 130 19 0 07 Jun 2023
PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion Xiusi Chen Wei-Yao Wang Ziniu Hu David Reynoso Kun Jin Mingyan D. Liu P. Brantingham Wei Wang DiffM 80 4 0 07 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 186 56 0 07 Jun 2023
Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process Sen Peng Yufei Chen Cong Wang Xiaohua Jia WIGM 77 12 0 06 Jun 2023
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models Andrew F. Luo Margaret M. Henderson Leila Wehbe Michael J. Tarr DiffM 100 22 0 05 Jun 2023
Complex Preferences for Different Convergent Priors in Discrete Graph Diffusion Alex Tseng N. Diamant Tommaso Biancalani Gabriele Scalia DiffM 60 1 0 05 Jun 2023
Instruct-Video2Avatar: Video-to-Avatar Generation with Instructions Shaoxu Li DiffM 67 5 0 05 Jun 2023
Faster Training of Diffusion Models and Improved Density Estimation via Parallel Score Matching Etrit Haxholli Marco Lorenzi DiffM 39 2 0 05 Jun 2023
SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting Lei Chen Fei Du Yuan Hu Fanhai Wang Zhibin Wang DiffM 69 50 0 05 Jun 2023
Stable Diffusion is Unstable Chengbin Du Yanxi Li Zhongwei Qiu Chang Xu DiffM 116 18 0 05 Jun 2023
Temporal Dynamic Quantization for Diffusion Models Junhyuk So Jungwon Lee Daehyun Ahn Hyungjun Kim Eunhyeok Park DiffM MQ 114 66 0 04 Jun 2023
Detector Guidance for Multi-Object Text-to-Image Generation Luping Liu Zijian Zhang Yi Ren Rongjie Huang Xiang Yin Zhou Zhao DiffM 96 10 0 04 Jun 2023
Learning Linear Causal Representations from Interventions under General Nonlinear Mixing Simon Buchholz Goutham Rajendran Elan Rosenfeld Bryon Aragam Bernhard Schölkopf Pradeep Ravikumar CML 118 65 0 04 Jun 2023
Training Data Attribution for Diffusion Models Zheng Dai David K Gifford TDI 70 18 0 03 Jun 2023
Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations Yu Cao Jingrun Chen Yixin Luo Xiaoping Zhou DiffM 101 9 0 03 Jun 2023
VideoComposer: Compositional Video Synthesis with Motion Controllability Xiang Wang Hangjie Yuan Shiwei Zhang Dayou Chen Jiuniu Wang Yingya Zhang Yujun Shen Deli Zhao Jingren Zhou VGen DiffM 123 341 0 03 Jun 2023
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting Salva Rühling Cachay Bo Zhao Hailey James Rose Yu DiffM AI4TS 231 69 0 03 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 116 85 0 02 Jun 2023
Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation Zhengyue Zhao Jinhao Duan Xingui Hu Kaidi Xu Chenan Wang Rui Zhang Zidong Du Qi Guo Yunji Chen DiffM WIGM 102 28 0 02 Jun 2023
Conditional Generation from Unconditional Diffusion Models using Denoiser Representations Alexandros Graikos Srikar Yellapragada Dimitris Samaras DiffM AI4CE 88 6 0 02 Jun 2023
Probabilistic Adaptation of Text-to-Video Models Mengjiao Yang Yilun Du Bo Dai Dale Schuurmans J. Tenenbaum Pieter Abbeel VGen DiffM 139 26 0 02 Jun 2023
Video Colorization with Pre-trained Text-to-Image Diffusion Models Hanyuan Liu M. Xie Jinbo Xing Chengze Li T. Wong VLM DiffM 109 13 0 02 Jun 2023
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling Zeqiang Lai Yuchen Duan Jifeng Dai Ziheng Li Ying Fu Hongsheng Li Yu Qiao Wen Wang DiffM 102 20 0 02 Jun 2023
PolyDiffuse: Polygonal Shape Reconstruction via Guided Set Diffusion Models Jiacheng Chen Ruizhi Deng Yasutaka Furukawa DiffM 117 24 0 02 Jun 2023
Audio-Visual Speech Enhancement with Score-Based Generative Models Julius Richter Simone Frintrop Timo Gerkmann DiffM 76 10 0 02 Jun 2023
Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting Mischa Dombrowski Bernhard Kainz DiffM 40 3 0 02 Jun 2023
Adjustable Visual Appearance for Generalizable Novel View Synthesis Josef Bengtson David Nilsson Che-Tsung Lin Marcel Büsching Fredrik Kahl 107 0 0 02 Jun 2023
White-Box Transformers via Sparse Rate Reduction Yaodong Yu Sam Buchanan Druv Pai Tianzhe Chu Ziyang Wu Shengbang Tong B. Haeffele Yi Ma ViT 115 87 0 01 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 127 266 0 01 Jun 2023
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners Yonglong Tian Lijie Fan Phillip Isola Huiwen Chang Dilip Krishnan VLM DiffM 164 153 0 01 Jun 2023
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds Yanyu Li Huan Wang Qing Jin Ju Hu Pavlo Chemerys Yun Fu Yanzhi Wang Sergey Tulyakov Jian Ren VLM 149 165 0 01 Jun 2023
Extracting Reward Functions from Diffusion Models Felipe Nuti Tim Franzmeyer João F. Henriques 90 15 0 01 Jun 2023
Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion Models Chang-rui Liu Haoning Wu Yujie Zhong Xiaoyu Zhang Yanfeng Wang Weidi Xie DiffM VLM 169 44 0 01 Jun 2023
The Hidden Language of Diffusion Models Hila Chefer Oran Lang Mor Geva Volodymyr Polosukhin Assaf Shocher Michal Irani Inbar Mosseri Lior Wolf DiffM 129 27 0 01 Jun 2023
Differential Diffusion: Giving Each Pixel Its Strength E. Levin Ohad Fried DiffM 88 21 0 01 Jun 2023
Make-Your-Video: Customized Video Generation Using Textual and Structural Guidance Jinbo Xing Menghan Xia Yuxin Liu Yuechen Zhang Yong Zhang ... Haoxin Chen Xiaodong Cun Xintao Wang Ying Shan T. Wong VGen DiffM 85 93 0 01 Jun 2023
Conditioning Diffusion Models via Attributes and Semantic Masks for Face Generation Nico Giambi G. Lisanti DiffM 76 8 0 01 Jun 2023
FigGen: Text to Scientific Figure Generation Juan A. Rodriguez David Vazquez I. Laradji M. Pedersoli Pau Rodríguez López DiffM 66 7 0 01 Jun 2023
FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models Hao Zhang Yanbo Xu Tianyuan Dai Yu-Wing Tai Chi-Keung Tang DiffM 89 5 0 01 Jun 2023
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models Ruibin Li Qihua Zhou Song Guo Jiewei Zhang Jingcai Guo Xinyang Jiang Yifei Shen Zhen-Hai Han DiffM 91 15 0 01 Jun 2023
Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models Pablo Pernias Dominic Rampas Mats L. Richter Christopher Pal Marc Aubreville DiffM VLM 119 45 0 01 Jun 2023
Safe Offline Reinforcement Learning with Real-Time Budget Constraints Qian Lin Bo Tang Zifan Wu Chao Yu Shangqin Mao Qianlong Xie Xingxing Wang Dong Wang OffRL 118 14 0 01 Jun 2023