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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"

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Title
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Van Phi Nguyen Tri Nhan Luong Ha Huy Hieu Pham Quoc Long Tran VGen DiffM MedIm 58 2 0 06 Aug 2024
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator Xinghao Dong Chuanqi Chen Jin-Long Wu DiffM AI4CE 141 5 0 06 Aug 2024
Privacy-Safe Iris Presentation Attack Detection Mahsa Mitcheff Patrick J. Tinsley Adam Czajka 107 2 0 05 Aug 2024
LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba Yunxiang Fu Chaoqi Chen Yizhou Yu Mamba 118 4 0 05 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Boddeti 143 5 0 05 Aug 2024
RCDM: Enabling Robustness for Conditional Diffusion Model Weifeng Xu Xiang Zhu Xiaoyong Li AAML 79 0 0 05 Aug 2024
A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models Gen Li Yuting Wei Yuejie Chi Yuxin Chen DiffM 134 27 0 05 Aug 2024
PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-view Self-Guidance Aoming Liu Zhong Li Zhang Chen Nannan Li Yinghao Xu Bryan A. Plummer 94 7 0 04 Aug 2024
Landmark-guided Diffusion Model for High-fidelity and Temporally Coherent Talking Head Generation Jintao Tan Xize Cheng Lingyu Xiong Lei Zhu Xiandong Li Wenxiong Kang Kai Gong Minglei Li Yi Cai DiffM 92 2 0 03 Aug 2024
iControl3D: An Interactive System for Controllable 3D Scene Generation Yuxiang Yang Yizheng Wu Jun Cen Juewen Peng Jing Zhang Ke Xian Zhe Wang Zhiguo Cao Guo-Shing Lin 76 0 0 03 Aug 2024
DDIM Redux: Mathematical Foundation and Some Extension Manhyung Han DiffM 60 1 0 03 Aug 2024
GLDiTalker: Speech-Driven 3D Facial Animation with Graph Latent Diffusion Transformer Yihong Lin Zhaoxin Fan Lingyu Xiong Liang Peng Xiandong Li Xiandong Li Wenxiong Kang Xiandong Li Huang Xu 135 3 0 03 Aug 2024
Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference Hengrui Cai Huaqing Jin Lexin Li 65 1 0 02 Aug 2024
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Matan Atad D. Schinz Hendrik Moeller Robert Graf Benedikt Wiestler Daniel Rueckert Nassir Navab Jan S. Kirschke Matthias Keicher CML DiffM MedIm 99 5 0 02 Aug 2024
Adaptive Planning with Generative Models under Uncertainty Pascal Jutras-Dubé Ruqi Zhang Aniket Bera 72 2 0 02 Aug 2024
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression C. Jiang Xiaodan Xing Yong Zeng Mianxin Liu Walsh Simon Yiming Xiao Dinggang Shen 55 0 0 01 Aug 2024
TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models Gilad Deutch Rinon Gal Daniel Garibi Or Patashnik Daniel Cohen-Or DiffM 86 28 0 01 Aug 2024
MotionFix: Text-Driven 3D Human Motion Editing Lavrentia Aravani Alpár Ceske Markos Diomataris Michael J. Black Gül Varol VGen DiffM 107 19 0 01 Aug 2024
Diff3DETR:Agent-based Diffusion Model for Semi-supervised 3D Object Detection Sachin Pathiyan Cherumanal Jiahao Lu Damiano Spina DiffM 105 4 0 01 Aug 2024
TASI Lectures on Physics for Machine Learning Jim Halverson 80 1 0 31 Jul 2024
Synthetic Simplicity: Unveiling Bias in Medical Data Augmentation Krishan Agyakari Raja Babu R. Sathish Mrunal Pattanaik Rahul Venkataramani 76 0 0 31 Jul 2024
Fine-gained Zero-shot Video Sampling Dengsheng Chen Jie Hu Javier Segovia-Aguas Enhua Wu VGen DiffM 63 0 0 31 Jul 2024
Deformable 3D Shape Diffusion Model Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu 54 0 0 31 Jul 2024
DEF-oriCORN: efficient 3D scene understanding for robust language-directed manipulation without demonstrations Dongwon Son Sanghyeon Son Jaehyung Kim Beomjoon Kim LM&Ro 82 1 0 31 Jul 2024
DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations Jiageng Zhu Hanchen Xie Jiazhi Li Wael Abd-Almageed DiffM 89 1 0 30 Jul 2024
Informed Correctors for Discrete Diffusion Models Yixiu Zhao Jiaxin Shi F. Chen Shaul Druckmann Lester W. Mackey Scott W. Linderman 135 15 0 30 Jul 2024
Learning Feature-Preserving Portrait Editing from Generated Pairs Bowei Chen Tiancheng Zhi Peihao Zhu Shen Sang Jing Liu Linjie Luo DiffM 98 0 0 29 Jul 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 94 10 0 29 Jul 2024
Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing Ekaterina Iakovleva Fabio Pizzati Philip Torr Stéphane Lathuiliere DiffM 96 0 0 29 Jul 2024
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning Liyuan Mao Haoran Xu Weinan Zhang Xianyuan Zhan Amy Zhang OffRL 116 19 0 29 Jul 2024
FedDEO: Description-Enhanced One-Shot Federated Learning with Diffusion Models Mingzhao Yang Shangchao Su Bin Li Xiangyang Xue 90 6 0 29 Jul 2024
Generalization bounds for regression and classification on adaptive covering input domains Wen-Liang Hwang 69 0 0 29 Jul 2024
Retinex-Diffusion: On Controlling Illumination Conditions in Diffusion Models via Retinex Theory Xiaoyan Xing Vincent Tao Hu J. H. Metzen Konrad Groh Sezer Karaoglu Theo Gevers 89 4 0 29 Jul 2024
Inverse Problems with Diffusion Models: A MAP Estimation Perspective Sai Bharath Chandra Gutha Hossein Azizpour Ricardo Vinuesa DiffM 74 5 0 27 Jul 2024
Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment Yuze Zheng Zixuan Li Xiangxian Li Jinxing Liu Yuqing Wang Xiangxu Meng Lei Meng DiffM 96 2 0 26 Jul 2024
Auto DragGAN: Editing the Generative Image Manifold in an Autoregressive Manner Pengxiang Cai Zhiwei Liu Guibo Zhu Yunfang Niu Jinqiao Wang DiffM 82 1 0 26 Jul 2024
Heavy-Tailed Diffusion with Denoising Lévy Probabilistic Models Dario Shariatian Umut Simsekli Alain Durmus DiffM 127 3 0 26 Jul 2024
Self-Supervision Improves Diffusion Models for Tabular Data Imputation Yixin Liu Thalaiyasingam Ajanthan Hisham Husain Vu-Linh Nguyen 94 12 0 25 Jul 2024
Diffusion Models for Multi-Task Generative Modeling Changyou Chen Han Ding Bunyamin Sisman Yi Tian Xu Ouye Xie Benjamin Z. Yao Son Dinh Tran Belinda Zeng DiffM 93 5 0 24 Jul 2024
Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model Lirui Zhao Tianshuo Yang Wenqi Shao Yuxin Zhang Yu Qiao Ping Luo Kaipeng Zhang Rongrong Ji DiffM 81 3 0 24 Jul 2024
Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi DiffM MQ MDE 96 13 0 23 Jul 2024
DreamVTON: Customizing 3D Virtual Try-on with Personalized Diffusion Models Zhenyu Xie Haoye Dong Yufei Gao Zehua Ma Xiaodan Liang DiffM 82 5 0 23 Jul 2024
Diffusion Models as Optimizers for Efficient Planning in Offline RL Renming Huang Yunqiang Pei Guoqing Wang Yangming Zhang Yang Yang Peng Wang H. Shen OffRL 103 1 0 23 Jul 2024
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems Sojin Lee Dogyun Park Inho Kong Hyunwoo J. Kim DiffM 74 3 0 23 Jul 2024
Fréchet Video Motion Distance: A Metric for Evaluating Motion Consistency in Videos Jiahe Liu Youran Qu Qi Yan Fangyin Wei Lele Wang Renjie Liao VGen EGVM 69 15 0 23 Jul 2024
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget Vikash Sehwag Xianghao Kong Jingtao Li Michael Spranger Lingjuan Lyu DiffM 90 11 0 22 Jul 2024
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond Silvio Galesso Philipp Schroppel Hssan Driss Thomas Brox 81 2 0 22 Jul 2024
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation Nauman Riaz S. Saifullah S. Agne Andreas Dengel Sheraz Ahmed DiffM 65 0 0 22 Jul 2024
DiffX: Guide Your Layout to Cross-Modal Generative Modeling Zeyu Wang Jingyu Lin Yifei Qian Yi Huang Shicen Tian ... Qu Yang Lan Du Cunjian Chen Yufei Guo Kejie Huang DiffM VLM 87 3 0 22 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 143 39 0 22 Jul 2024