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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
Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models Yang Zheng Wen Li Zhaoqiang Liu 77 0 0 27 May 2025
Do We Need All the Synthetic Data? Towards Targeted Synthetic Image Augmentation via Diffusion Models Dang Nguyen Jiping Li Jinghao Zheng Baharan Mirzasoleiman DiffM 29 0 0 27 May 2025
Probabilistic Spatial Interpolation of Sparse Data using Diffusion Models Valerie Tsao Nathaniel W. Chaney Manolis Veveakis DiffM 24 0 0 26 May 2025
Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Pengxiang Li Shilin Yan Joey Tsai Renrui Zhang Ruichuan An Ziyu Guo Xiaowei Gao 67 1 0 26 May 2025
Regularized Personalization of Text-to-Image Diffusion Models without Distributional Drift Gihoon Kim Hyungjin Park Taesup Kim DiffM VLM 197 0 0 26 May 2025
Long-Context State-Space Video World Models Ryan Po Yotam Nitzan Richard Zhang Berlin Chen Tri Dao Eli Shechtman Gordon Wetzstein Xun Huang 64 2 0 26 May 2025
HF-VTON: High-Fidelity Virtual Try-On via Consistent Geometric and Semantic Alignment Ming Meng Qi Dong Jiajie Li Zhe Zhu Xingyu Wang Zhaoxin Fan Wei Zhao Wenjun Wu 49 0 0 26 May 2025
Training-Free Multi-Step Audio Source Separation Yongyi Zang Jingyi Li Qiuqiang Kong 239 0 0 26 May 2025
Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement Liqin Ye Agam Shah Chao Zhang Sudheer Chava 87 0 0 26 May 2025
UltraVSR: Achieving Ultra-Realistic Video Super-Resolution with Efficient One-Step Diffusion Space Y. Liu Jinshan Pan Yinchuan Li Qingji Dong Chao Zhu Yu-Xiao Guo Fei Wang DiffM VGen 39 0 0 26 May 2025
DiffNMR: Advancing Inpainting of Randomly Sampled Nuclear Magnetic Resonance Signals Sen Yan Fabrizio Gabellieri Etienne Goffinet Filippo Castiglione Thomas Launey DiffM MedIm 44 1 0 26 May 2025
Graph Guided Diffusion: Unified Guidance for Conditional Graph Generation Victor M. Tenorio Nicolas Zilberstein Santiago Segarra A. Marques 77 0 0 26 May 2025
Discrete Markov Bridge Hengli Li Yuxuan Wang Song-Chun Zhu Ying Nian Wu Zilong Zheng DiffM 71 0 0 26 May 2025
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models Fengqi Zhu Rongzhen Wang Shen Nie Xiaolu Zhang Chunwei Wu ... Jun Zhou Jianfei Chen Yankai Lin Ji-Rong Wen Chongxuan Li 195 2 0 25 May 2025
FlashMD: long-stride, universal prediction of molecular dynamics Filippo Bigi Sanggyu Chong Agustinus Kristiadi Michele Ceriotti AI4CE 75 1 0 25 May 2025
Step-level Reward for Free in RL-based T2I Diffusion Model Fine-tuning Xinyao Liao Wei Wei Xiaoye Qu Yu Cheng EGVM 62 0 0 25 May 2025
Adaptive Diffusion Guidance via Stochastic Optimal Control Iskander Azangulov Peter Potaptchik Qinyu Li Eddie Aamari George Deligiannidis Judith Rousseau 25 0 0 25 May 2025
Jodi: Unification of Visual Generation and Understanding via Joint Modeling Yifeng Xu Zhenliang He Meina Kan Shiguang Shan Xilin Chen VLM 87 0 0 25 May 2025
Exploring Magnitude Preservation and Rotation Modulation in Diffusion Transformers Eric Tillman Bill Cristian Perez Jensen Sotiris Anagnostidis Dimitri von Rutte DiffM 41 0 0 25 May 2025
Concept Reachability in Diffusion Models: Beyond Dataset Constraints Marta Aparicio Rodriguez Xenia Miscouridou Anastasia Borovykh 47 0 0 25 May 2025
Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning Yu Zhang Jialei Zhou Xinchen Li Qi Zhang Zhongwei Wan Tianyu Wang Duoqian Miao Changwei Wang LongBing Cao DiffM 63 2 0 25 May 2025
Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking Chen-Hao Chao Wei-Fang Sun Hanwen Liang Chun-Yi Lee Rahul G. Krishnan DiffM 412 0 0 24 May 2025
Flow Matching for Geometric Trajectory Simulation Kiet Bennema ten Brinke Koen Minartz Vlado Menkovski AI4CE 55 0 0 24 May 2025
Anchored Diffusion Language Model Litu Rout Constantine Caramanis Sanjay Shakkottai 72 0 0 24 May 2025
Test-Time Scaling of Diffusion Models via Noise Trajectory Search Vignav Ramesh Morteza Mardani DiffM 36 0 0 24 May 2025
Towards more transferable adversarial attack in black-box manner Chun Tong Lei Zhongliang Guo Hon Chung Lee Minh Quoc Duong Chun Pong Lau DiffM AAML 513 0 0 23 May 2025
A Minimalist Method for Fine-tuning Text-to-Image Diffusion Models Yanting Miao William Loh Suraj Kothawade Pacal Poupart 45 0 0 23 May 2025
WonderPlay: Dynamic 3D Scene Generation from a Single Image and Actions Zizhang Li Hong-Xing Yu Wei Liu Yin Yang Charles Herrmann Gordon Wetzstein Jiajun Wu VGen 87 0 0 23 May 2025
What Do You Need for Diverse Trajectory Stitching in Diffusion Planning? Quentin Clark Florian Shkurti 784 0 0 23 May 2025
UniDB++: Fast Sampling of Unified Diffusion Bridge Mokai Pan Kaizhen Zhu Yuexin Ma Yanwei Fu Jingyi Yu Jingya Wang Ye Shi 55 0 0 23 May 2025
ConnectomeDiffuser: Generative AI Enables Brain Network Construction from Diffusion Tensor Imaging Xuhang Chen Michael Kwok-Po Ng Kim-Fung Tsang Chi-Man Pun Shuqiang Wang DiffM MedIm 43 0 0 23 May 2025
Diffusion Classifiers Understand Compositionality, but Conditions Apply Yujin Jeong Arnas Uselis Seong Joon Oh Anna Rohrbach DiffM CoGe 568 0 3 23 May 2025
Preconditioned Langevin Dynamics with Score-Based Generative Models for Infinite-Dimensional Linear Bayesian Inverse Problems Lorenzo Baldassari Josselin Garnier Knut Solna Maarten V. de Hoop DiffM 46 0 0 23 May 2025
Spacetime Geometry of Denoising in Diffusion Models Rafał Karczewski Markus Heinonen Alison Pouplin Søren Hauberg Vikas Garg DiffM 73 0 0 23 May 2025
Multi-Person Interaction Generation from Two-Person Motion Priors Wenning Xu Shiyu Fan Paul Henderson Edmond S. L. Ho DiffM 763 0 0 23 May 2025
FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems N. Benjamin Erichson Vinicius Mikuni Dongwei Lyu Yang Gao Omri Azencot Soon Hoe Lim Michael W. Mahoney AI4CE 898 0 0 23 May 2025
Source Separation by Flow Matching Robin Scheibler John R. Hershey Arnaud Doucet Henry Li 88 0 0 22 May 2025
CDST: Color Disentangled Style Transfer for Universal Style Reference Customization Shiwen Zhang Zhuowei Chen Lang Chen Yanze Wu 25 0 0 22 May 2025
REPA Works Until It Doesn't: Early-Stopped, Holistic Alignment Supercharges Diffusion Training Ziqiao Wang Wangbo Zhao Yuhao Zhou Zekai Li Zhiyuan Liang ... Pengfei Zhou Kai Zhang Zhangyang Wang Kai Wang Yang You 92 0 0 22 May 2025
Materials Generation in the Era of Artificial Intelligence: A Comprehensive Survey Zhixun Li Bin Cao Rui Jiao Liang Wang Ding Wang ... Qiang Liu Yu Rong Liang Wang Tong-yi Zhang Jeffrey Xu Yu 3DV AI4CE 108 1 0 22 May 2025
Consistent World Models via Foresight Diffusion Yu Zhang Xingzhuo Guo Haoran Xu Mingsheng Long 57 0 0 22 May 2025
Joint Relational Database Generation via Graph-Conditional Diffusion Models Mohamed Amine Ketata David Lüdke Leo Schwinn Stephan Günnemann DiffM 51 0 0 22 May 2025
A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules Manuel Ruiz-Botella Marta Sales-Pardo Roger Guimerà 34 0 0 22 May 2025
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning Zebin You Shen Nie Xiaolu Zhang Jun Hu Jun Zhou Zhiwu Lu J. Wen Chongxuan Li MLLM VLM 112 2 0 22 May 2025
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models Alessandro Favero Antonio Sclocchi Matthieu Wyart DiffM 81 0 0 22 May 2025
Forward-only Diffusion Probabilistic Models Ziwei Luo Fredrik K. Gustafsson Jens Sjölund Thomas B. Schön 64 0 0 22 May 2025
SwarmDiff: Swarm Robotic Trajectory Planning in Cluttered Environments via Diffusion Transformer Kang Ding Chunxuan Jiao Yunze Hu Kangjie Zhou Pengying Wu Yao Mu Chang Liu 73 0 0 21 May 2025
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Siyue Zhang Yilun Zhao Liyuan Geng Arman Cohan Anh Tuan Luu Chen Zhao 64 1 0 21 May 2025
Generative AI for Autonomous Driving: A Review Katharina Winter Abhishek Vivekanandan Rupert Polley Yinzhe Shen Christian Schlauch ... Christian Wirth Omer Sahin Tas Nadja Klein Fabian B. Flohr Hanno Gottschalk 94 0 0 21 May 2025
gen2seg: Generative Models Enable Generalizable Instance Segmentation Om Khangaonkar Hamed Pirsiavash DiffM VLM 149 0 0 21 May 2025