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
RL4Med-DDPO: Reinforcement Learning for Controlled Guidance Towards Diverse Medical Image Generation using Vision-Language Foundation Models Parham Saremi Amar Kumar Mohammed Mohammed Zahra Tehraninasab Tal Arbel LM&MA MedIm 93 1 0 20 Mar 2025
InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity Liming Jiang Qing Yan Yumin Jia Zichuan Liu Hao Kang Xin Lu 110 4 0 20 Mar 2025
VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling Hyojun Go Byeongjun Park Hyelin Nam Byung-Hoon Kim Hyungjin Chung Changick Kim 3DGS VGen 158 1 0 20 Mar 2025
World Knowledge from AI Image Generation for Robot Control Jonas Krumme C. Zetzsche LM&Ro 105 1 0 20 Mar 2025
A Recipe for Generating 3D Worlds From a Single Image Katja Schwarz Denys Rozumnyi Samuel Rota Buló Lorenzo Porzi Peter Kontschieder VGen 148 3 0 20 Mar 2025
Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising Yinchi Zhou Huidong Xie Menghua Xia Qiong Liu Bo Zhou ... Biao Li Axel Rominger Kuangyu Shi Nicha C. Dvorneka Chi Liu FedML MedIm 89 0 0 20 Mar 2025
Temporal Score Analysis for Understanding and Correcting Diffusion Artifacts Yu Cao Zengqun Zhao Ioannis Patras Shaogang Gong DiffM 109 0 0 20 Mar 2025
Text-Driven Diffusion Model for Sign Language Production J. He Xu Wang Ruobei Zhang Shengeng Tang Yijiao Wang Lechao Cheng DiffM 112 0 0 20 Mar 2025
Efficient Personalization of Quantized Diffusion Model without Backpropagation H. Seo Wongi Jeong Kyungryeol Lee Se Young Chun DiffM MQ 141 0 0 19 Mar 2025
Temporal Regularization Makes Your Video Generator Stronger Harold Haodong Chen Haojian Huang Xianfeng Wu Yexin Liu Yajing Bai Wen-Jie Shu Harry Yang Ser-Nam Lim VGen 131 3 0 19 Mar 2025
DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual Inspection Jaewoo Song Daemin Park Kanghyun Baek Sangyub Lee Jooyoung Choi Eunji Kim Sungroh Yoon 212 0 0 18 Mar 2025
Revealing higher-order neural representations of uncertainty with the Noise Estimation through Reinforcement-based Diffusion (NERD) model Hojjat Azimi Asrari Megan A. K. Peters DiffM 158 0 0 18 Mar 2025
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency Jiangxuan Long Zhao Song Chiwun Yang AI4TS 484 0 0 18 Mar 2025
Empirical risk minimization algorithm for multiclass classification of S.D.E. paths Christophe Denis Eddy Ella Mintsa 99 0 0 18 Mar 2025
A Simple Combination of Diffusion Models for Better Quality Trade-Offs in Image Denoising Jonas Dornbusch Emanuel Pfarr Florin-Alexandru Vasluianu Frank Werner Radu Timofte DiffM 82 0 0 18 Mar 2025
SALAD: Skeleton-aware Latent Diffusion for Text-driven Motion Generation and Editing Seokhyeon Hong Chaelin Kim Serin Yoon Junghyun Nam Sihun Cha Junyong Noh DiffM VGen 108 2 0 18 Mar 2025
Progressive Human Motion Generation Based on Text and Few Motion Frames Ling-an Zeng Gaojie Wu Ancong Wu Jian-Fang Hu Wei-Shi Zheng 126 1 0 17 Mar 2025
Generative Gaussian Splatting: Generating 3D Scenes with Video Diffusion Priors Katja Schwarz Norman Mueller Peter Kontschieder 3DGS 155 2 0 17 Mar 2025
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Daniil Selikhanovych David Li Aleksei Leonov Nikita Gushchin Sergei Kushneriuk Alexander N. Filippov Evgeny Burnaev Iaroslav Koshelev Alexander Korotin DiffM 157 0 0 17 Mar 2025
Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity Eliot Beyler Francis Bach DiffM 111 0 0 17 Mar 2025
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 466 0 0 17 Mar 2025
TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba Jiaxu Liu Li Li Hubert P. H. Shum T. Breckon Mamba 95 0 0 17 Mar 2025
Diffusion on Graph: Augmentation of Graph Structure for Node Classification Yancheng Wang Changyu Liu Yingzhen Yang DiffM GNN 252 0 0 16 Mar 2025
DDPM-Polycube: A Denoising Diffusion Probabilistic Model for Polycube-Based Hexahedral Mesh Generation and Volumetric Spline Construction Yuxuan Yu Yuzhuo Fang Hua Tong J. Liu Y. Zhang 97 0 0 16 Mar 2025
State Fourier Diffusion Language Model (SFDLM): A Scalable, Novel Iterative Approach to Language Modeling Andrew Kiruluta Andreas Lemos DiffM 94 2 0 16 Mar 2025
CNCast: Leveraging 3D Swin Transformer and DiT for Enhanced Regional Weather Forecasting Hongli Liang Yuanting Zhang Qingye Meng Shuangshuang He Xingyuan Yuan 80 0 0 16 Mar 2025
VTON 360: High-Fidelity Virtual Try-On from Any Viewing Direction Zijian He Yuwei Ning Yipeng Qin Wangrun Wang Sibei Yang Liang Lin G. Li 194 2 0 15 Mar 2025
QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution Donglin Yang Paul Vicol Xiaojuan Qi Renjie Liao Xinming Zhang 50 0 0 15 Mar 2025
Cross-Modal Diffusion for Biomechanical Dynamical Systems Through Local Manifold Alignment S. Dey Sarath Ravindran Nair DiffM 114 0 0 15 Mar 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 491 0 0 15 Mar 2025
Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis Xiaoyu Wu Yifei Pang Terrance Liu Steven Wu 102 3 0 15 Mar 2025
DiffAD: A Unified Diffusion Modeling Approach for Autonomous Driving Tao Wang Cong Zhang Xingguang Qu Kun Li Wen Liu Chenyu Huang 117 1 0 15 Mar 2025
DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation Hongbin Lin Zilu Guo Yiming Zhang Shuaicheng Niu Yafeng Li Ruiyi Zhang Shuguang Cui Zhen Li DiffM 84 1 0 14 Mar 2025
EmoDiffusion: Enhancing Emotional 3D Facial Animation with Latent Diffusion Models Yixuan Zhang Qing Chang Yuxi Wang Guang Chen Zhenru Zhang Junran Peng 125 0 0 14 Mar 2025
Understanding Flatness in Generative Models: Its Role and Benefits Taehwan Lee Kyeongkook Seo Jaejun Yoo Sung Whan Yoon DiffM 99 0 0 14 Mar 2025
Controllable Latent Diffusion for Traffic Simulation Yizhuo Xiao Mustafa Suphi Erden Cheng Wang 107 0 0 14 Mar 2025
Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization Kyle Sargent Kyle Hsu Justin Johnson L. Fei-Fei Jiajun Wu DiffM MU 149 8 0 14 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 162 1 0 13 Mar 2025
Probabilistic Forecasting via Autoregressive Flow Matching Ahmed El-Gazzar Marcel van Gerven AI4TS 95 0 0 13 Mar 2025
FlowTok: Flowing Seamlessly Across Text and Image Tokens Ju He Qihang Yu Qihao Liu Liang-Chieh Chen 150 1 0 13 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Zechao Li Jing Tang DiffM 148 1 0 13 Mar 2025
DreamInsert: Zero-Shot Image-to-Video Object Insertion from A Single Image Qi Zhao Zhan Ma Pan Zhou VGen 144 0 0 13 Mar 2025
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Learnable Linear Extrapolation Jiawei Zhang Ziyuan Liu Leon Yan Gen Li Yuantao Gu 154 1 0 13 Mar 2025
Provably Secure Covert Messaging Using Image-based Diffusion Processes L. A. Bauer Wenxuan Bao Vincent Bindschaedler DiffM 128 0 0 13 Mar 2025
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation Yuxiang Fu Qi Yan Lele Wang Ke Li Renjie Liao AI4TS 149 3 0 13 Mar 2025
Distilling Diversity and Control in Diffusion Models Rohit Gandikota David Bau 100 4 0 13 Mar 2025
Probability-Flow ODE in Infinite-Dimensional Function Spaces Kunwoo Na Junghyun Lee Se-Young Yun Sungbin Lim 81 0 0 13 Mar 2025
On the Generalization Properties of Diffusion Models Puheng Li Zhong Li Huishuai Zhang Jiang Bian 240 39 0 13 Mar 2025
Data augmentation using diffusion models to enhance inverse Ising inference Yechan Lim Sangwon Lee Junghyo Jo DiffM 82 0 0 13 Mar 2025
Temporal Difference Flows Jesse Farebrother Matteo Pirotta Andrea Tirinzoni Rémi Munos A. Lazaric Ahmed Touati AI4TS AIFin 168 1 0 12 Mar 2025