Deep Unsupervised Learning using Nonequilibrium Thermodynamics

12 March 2015

Jascha Narain Sohl-Dickstein

Papers citing "Deep Unsupervised Learning using Nonequilibrium Thermodynamics"

50 / 1,355 papers shown

Title
EditBoard: Towards a Comprehensive Evaluation Benchmark for Text-Based Video Editing Models Yupeng Chen Penglin Chen Xiaoyu Zhang Yixian Huang Qian Xie DiffM 48 1 0 15 Sep 2024
TextureDiffusion: Target Prompt Disentangled Editing for Various Texture Transfer Zihan Su Junhao Zhuang Chun Yuan DiffM 56 0 0 15 Sep 2024
Improving Robustness of Diffusion-Based Zero-Shot Speech Synthesis via Stable Formant Generation C. Han Seokgi Lee Gyuhyeon Nam Gyeongsu Chae DiffM 179 0 0 14 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction Hang Li Wei Jin Geri Skenderi Harry Shomer Wenzhuo Tang Wenqi Fan Jiliang Tang DiffM 33 0 0 13 Sep 2024
Risks When Sharing LoRA Fine-Tuned Diffusion Model Weights Dixi Yao 20 1 0 13 Sep 2024
Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling Vivek Oommen Aniruddha Bora Zhen Zhang George Karniadakis DiffM 51 14 0 13 Sep 2024
LT3SD: Latent Trees for 3D Scene Diffusion Quan Meng Lei Li Matthias Nießner Angela Dai 107 10 0 12 Sep 2024
FreeEnhance: Tuning-Free Image Enhancement via Content-Consistent Noising-and-Denoising Process Yang Luo Y. Zhang Zhaofan Qiu Ting Yao Zhineng Chen Yu-Gang Jiang Tao Mei DiffM 43 4 0 11 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 45 12 0 11 Sep 2024
DECOLLAGE: 3D Detailization by Controllable, Localized, and Learned Geometry Enhancement Qimin Chen Zhiqin Chen Vladimir G. Kim Noam Aigerman Hao Zhang Siddhartha Chaudhuri 50 3 0 10 Sep 2024
DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Ju-Hsuan Weng Cheng-Fu Chou Jun-Cheng Chen DiffM 51 1 0 10 Sep 2024
BetterBodies: Reinforcement Learning guided Diffusion for Antibody Sequence Design Yannick Vogt Mehdi Naouar M. Kalweit Christoph Cornelius Miething Justus Duyster Joschka Boedecker Gabriel Kalweit DiffM 37 0 0 09 Sep 2024
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning Jiahao Lai J. Li Jian Xu Yanru Wu Boshi Tang Siqi Chen Yongfeng Huang Wenbo Ding Yang Li FedML 73 0 0 09 Sep 2024
Predicting Critical Heat Flux with Uncertainty Quantification and Domain Generalization Using Conditional Variational Autoencoders and Deep Neural Networks Farah Alsafadi Aidan Furlong Xu Wu UQCV AI4CE 41 3 0 09 Sep 2024
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng Zixu Zhao Tong He Tianjun Xiao Yicong Zhou Zheng Zhang DiffM 47 0 0 07 Sep 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-xiong Wang 78 15 0 05 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 66 10 0 05 Sep 2024
Sample-Efficient Diffusion for Text-To-Speech Synthesis Justin Lovelace Soham Ray Kwangyoun Kim Kilian Q. Weinberger Felix Wu 36 2 0 01 Sep 2024
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot DiffM 31 0 0 31 Aug 2024
RLCP: A Reinforcement Learning-based Copyright Protection Method for Text-to-Image Diffusion Model Zhuan Shi Jing Yan Xiaoli Tang Lingjuan Lyu Boi Faltings 36 1 0 29 Aug 2024
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation Xiaojuan Wang Boyang Zhou Brian L. Curless Ira Kemelmacher-Shlizerman Aleksander Holynski Steven M. Seitz DiffM 61 10 0 27 Aug 2024
Atlas Gaussians Diffusion for 3D Generation Haitao Yang Yuan Dong Hanwen Jiang Dejia Xu Georgios Pavlakos Qixing Huang 3DGS 81 3 0 23 Aug 2024
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting Liyao Jiang Negar Hassanpour Mohammad Salameh Mohan Sai Singamsetti Fengyu Sun Wei Lu Di Niu DiffM 85 1 0 21 Aug 2024
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models Jean-Marie Lemercier Eloi Moliner Simon Welker Vesa Valimaki Timo Gerkmann 54 2 0 14 Aug 2024
High-fidelity and Lip-synced Talking Face Synthesis via Landmark-based Diffusion Model Weizhi Zhong Junfan Lin Peixin Chen Liang Lin Guanbin Li 42 1 0 10 Aug 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 44 6 0 08 Aug 2024
TALE: Training-free Cross-domain Image Composition via Adaptive Latent Manipulation and Energy-guided Optimization K. T. Pham Jingye Chen Qifeng Chen DiffM 48 0 0 07 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 56 16 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 41 5 0 06 Aug 2024
A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models Gen Li Yuting Wei Yuejie Chi Yuxin Chen DiffM 35 22 0 05 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 28 2 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 42 3 0 03 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 42 3 0 02 Aug 2024
Adaptive Planning with Generative Models under Uncertainty Pascal Jutras-Dubé Ruqi Zhang Aniket Bera 36 2 0 02 Aug 2024
Diff3DETR:Agent-based Diffusion Model for Semi-supervised 3D Object Detection Sachin Pathiyan Cherumanal Jiahao Lu Damiano Spina DiffM 22 4 0 01 Aug 2024
Informed Correctors for Discrete Diffusion Models Yixiu Zhao Jiaxin Shi Lester W. Mackey Scott W. Linderman Lester Mackey Scott Linderman 54 9 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 33 0 0 29 Jul 2024
Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing Ekaterina Iakovleva Fabio Pizzati Philip Torr Stéphane Lathuiliere DiffM 34 0 0 29 Jul 2024
Auto DragGAN: Editing the Generative Image Manifold in an Autoregressive Manner Pengxiang Cai Zhiwei Liu Guibo Zhu Yunfang Niu Jinqiao Wang DiffM 40 1 0 26 Jul 2024
$Denoising L\évy Probabilistic Models$ Denoising L\évy Probabilistic Models Dario Shariatian Umut Simsekli Alain Durmus DiffM 24 2 0 26 Jul 2024
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget Vikash Sehwag Xianghao Kong Jingtao Li Michael Spranger Lingjuan Lyu DiffM 47 9 0 22 Jul 2024
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation Nauman Riaz S. Saifullah S. Agne Andreas Dengel Sheraz Ahmed DiffM 37 0 0 22 Jul 2024
Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion Models Xiao Liu Xiaoliu Guan Yu Wu Jiaxu Miao 42 7 0 22 Jul 2024
D $^4$ -VTON: Dynamic Semantics Disentangling for Differential Diffusion based Virtual Try-On Zhaotong Yang Zicheng Jiang Xinzhe Li Huiyu Zhou Junyu Dong Huaidong Zhang Yong Du DiffM 33 1 0 21 Jul 2024
I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps Junseo Park Hyeryung Jang 81 0 0 17 Jul 2024
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models Lei Ren Haiteng Wang Yang Tang Yang Tang Chunhua Yang AI4TS AI4CE 51 5 0 16 Jul 2024
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 41 0 0 15 Jul 2024
PerlDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models Jinhua Zhang Hualian Sheng Sijia Cai Bing Deng Qiao Liang Wen Li Ying Fu Jieping Ye Shuhang Gu DiffM 34 2 0 08 Jul 2024
BiRoDiff: Diffusion policies for bipedal robot locomotion on unseen terrains Gvs Mothish Manan Tayal Shishir Kolathaya 44 4 0 07 Jul 2024
Solutions to Deepfakes: Can Camera Hardware, Cryptography, and Deep Learning Verify Real Images? Alexander Vilesov Yuan Tian Nader Sehatbakhsh A. Kadambi 34 0 0 04 Jul 2024