v1v2v3v4v5v6v7v8 (latest)

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
Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos Matthew Chang Aditya Prakash Saurabh Gupta DiffM 99 17 0 25 May 2023
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion Guangyao Zhai Evin Pınar Örnek Shun-cheng Wu Yan Di F. Tombari Nassir Navab Benjamin Busam DiffM 144 14 0 25 May 2023
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models Ying Fan Olivia Watkins Yuqing Du Hao Liu Moonkyung Ryu Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh Kangwook Lee Kimin Lee 175 167 0 25 May 2023
UDPM: Upsampling Diffusion Probabilistic Models Shady Abu Hussein Raja Giryes DiffM 105 1 0 25 May 2023
Trans-Dimensional Generative Modeling via Jump Diffusion Models Andrew Campbell William Harvey Christian D. Weilbach Valentin De Bortoli Tom Rainforth Arnaud Doucet DiffM 128 13 0 25 May 2023
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models Xingqian Xu Jiayi Guo Zhangyang Wang Gao Huang Irfan Essa Humphrey Shi VLM DiffM 127 62 0 25 May 2023
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation Zhengyi Wang Cheng Lu Yikai Wang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 184 876 0 25 May 2023
Anomaly Detection with Conditioned Denoising Diffusion Models Arian Mousakhan Thomas Brox Jawad Tayyub DiffM 97 59 0 25 May 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation Ilana D Naiman Nimrod Berman Omri Azencot DRL 101 6 0 25 May 2023
Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models Jooyoung Choi Yunjey Choi Yunji Kim Junho Kim Sung-Hoon Yoon DiffM 97 58 0 25 May 2023
Counterfactual Generative Models for Time-Varying Treatments Shenghao Wu Wen-liang Zhou Minshuo Chen Shixiang Zhu DiffM CML 107 8 0 25 May 2023
Efficient Neural Music Generation Max W. Y. Lam Qiao Tian Tang-Chun Li Zongyu Yin Siyuan Feng ... Mingbo Ma Xuchen Song Jitong Chen Yuping Wang Yuxuan Wang DiffM MGen 97 56 0 25 May 2023
Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognition Dongnan Gui Kai Chen Haisong Ding Qiang Huo VLM DiffM 87 14 0 25 May 2023
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps Mingxiao Li Tingyu Qu Ruicong Yao Wei Sun Marie-Francine Moens DiffM 107 42 0 24 May 2023
Sin3DM: Learning a Diffusion Model from a Single 3D Textured Shape Rundi Wu Ruoshi Liu Carl Vondrick Changxi Zheng DiffM 124 25 0 24 May 2023
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution Yi Ma Huan Yang Wenhan Yang Jianlong Fu Jiaying Liu DiffM 118 7 0 24 May 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence Junyi Zhang Charles Herrmann Junhwa Hur Luisa Polania Cabrera Varun Jampani Deqing Sun Ming-Hsuan Yang DiffM 113 188 0 24 May 2023
Visual Programming for Text-to-Image Generation and Evaluation Jaemin Cho Abhaysinh Zala Joey Tianyi Zhou MLLM 130 51 0 24 May 2023
Robust Classification via a Single Diffusion Model Huanran Chen Yinpeng Dong Zhengyi Wang Xiaohu Yang Chen-Dong Duan Hang Su Jun Zhu 154 60 0 24 May 2023
Deceptive-NeRF/3DGS: Diffusion-Generated Pseudo-Observations for High-Quality Sparse-View Reconstruction Xinhang Liu Jiaben Chen Shiu-hong Kao Yu-Wing Tai Chi-Keung Tang DiffM 79 15 0 24 May 2023
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge Beomsu Kim Gihyun Kwon Kwanyoung Kim Jong Chul Ye DiffM OT 89 67 0 24 May 2023
Generative AI for Bayesian Computation Nicholas G. Polson Vadim Sokolov BDL 85 5 0 24 May 2023
Deep Learning for Survival Analysis: A Review S. Wiegrebe Philipp Kopper R. Sonabend Bernd Bischl Andreas Bender 90 78 0 24 May 2023
HARD: Hard Augmentations for Robust Distillation Arne F. Nix Max F. Burg Fabian H. Sinz AAML 83 1 0 24 May 2023
DuDGAN: Improving Class-Conditional GANs via Dual-Diffusion Tae-Jung Yeom Minhyeok Lee DiffM 68 7 0 24 May 2023
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation Dongxu Yue Qin Guo Munan Ning Jiaxi Cui Yuesheng Zhu Liuliang Yuan DiffM 83 13 0 24 May 2023
On the Generalization of Diffusion Model Mingyang Yi Jiacheng Sun Zhenguo Li 92 21 0 24 May 2023
Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models Zhongjie Duan Chengyu Wang Cen Chen Jun Huang Weining Qian DiffM 66 12 0 24 May 2023
A Survey of Diffusion Models in Natural Language Processing Hao-Li Zou Zae Myung Kim Dongyeop Kang DiffM MedIm 70 13 0 24 May 2023
Vision + Language Applications: A Survey Yutong Zhou N. Shimada VLM 124 7 0 24 May 2023
Differentially Private Synthetic Data via Foundation Model APIs 1: Images Zinan Lin Sivakanth Gopi Janardhan Kulkarni Harsha Nori Sergey Yekhanin 182 44 0 24 May 2023
NCHO: Unsupervised Learning for Neural 3D Composition of Humans and Objects Taeksoo Kim Shunsuke Saito Hanbyul Joo 3DH 76 12 0 23 May 2023
Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics Koen Minartz Y. Poels Simon Koop Vlado Menkovski 79 6 0 23 May 2023
SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models Martin Gonzalez N. Fernández T. Tran Elies Gherbi H. Hajri N. Masmoudi DiffM 101 26 0 23 May 2023
Improved Convergence of Score-Based Diffusion Models via Prediction-Correction Francesco Pedrotti J. Maas Marco Mondelli DiffM 123 15 0 23 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 109 45 0 23 May 2023
Enhanced Fine-grained Motion Diffusion for Text-driven Human Motion Synthesis Dong Wei Xiaoning Sun Huaijiang Sun Bin Li Sheng-liang Hu Weiqing Li Jian-Zhou Lu DiffM 79 10 0 23 May 2023
DiffHand: End-to-End Hand Mesh Reconstruction via Diffusion Models Lijun Li Lian Zhuo Bangze Zhang Liefeng Bo Chen Chen 97 5 0 23 May 2023
DiffProtect: Generate Adversarial Examples with Diffusion Models for Facial Privacy Protection Jiang-Long Liu Chun Pong Lau Ramalingam Chellappa DiffM 80 32 0 23 May 2023
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On Davide Morelli Alberto Baldrati Giuseppe Cartella Marcella Cornia Marco Bertini Rita Cucchiara DiffM 159 116 0 22 May 2023
VDT: General-purpose Video Diffusion Transformers via Mask Modeling Haoyu Lu Guoxing Yang Nanyi Fei Yuqi Huo Zhiwu Lu Ping Luo Mingyu Ding DiffM VGen 84 68 0 22 May 2023
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection Shyamgopal Karthik Karsten Roth Massimiliano Mancini Zeynep Akata 96 21 0 22 May 2023
Training Diffusion Models with Reinforcement Learning Kevin Black Michael Janner Yilun Du Ilya Kostrikov Sergey Levine EGVM 174 379 0 22 May 2023
DiffusionNER: Boundary Diffusion for Named Entity Recognition Yongliang Shen Kaitao Song Xuejiao Tan Dongsheng Li Weiming Lu Yueting Zhuang DiffM 114 38 0 22 May 2023
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech Xin Jing Yi Chang Zijiang Yang Jiang-jian Xie Andreas Triantafyllopoulos Bjoern W. Schuller 106 10 0 22 May 2023
GSURE-Based Diffusion Model Training with Corrupted Data Bahjat Kawar Noam Elata T. Michaeli Michael Elad DiffM 150 31 0 22 May 2023
Policy Representation via Diffusion Probability Model for Reinforcement Learning Long Yang Zhixiong Huang Fenghao Lei Yucun Zhong Yiming Yang Cong Fang Shiting Wen Binbin Zhou Zhouchen Lin DiffM 116 53 0 22 May 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen Yulun Zhang Ding Liu Bin Xia Jinjin Gu Lingyu Kong X. Yuan DiffM 124 74 0 22 May 2023
Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? Zheng Li Yuxuan Li Penghai Zhao Renjie Song Xiang Li Jian Yang 99 20 0 22 May 2023
The CLIP Model is Secretly an Image-to-Prompt Converter Yuxuan Ding Chunna Tian Haoxuan Ding Lingqiao Liu DiffM 61 15 0 22 May 2023