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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
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
Evaluating Privacy-Utility Tradeoffs in Synthetic Smart Grid Data Andre Catarino Rui Melo Rui Abreu Luís Cruz DiffM 34 0 0 20 May 2025
Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data Flavio Di Martino Franca Delmastro 70 0 0 20 May 2025
FlowQ: Energy-Guided Flow Policies for Offline Reinforcement Learning Marvin Alles Nutan Chen Patrick van der Smagt Botond Cseke 109 0 0 20 May 2025
Sample and Computationally Efficient Continuous-Time Reinforcement Learning with General Function Approximation Runze Zhao Yue Yu Adams Yiyue Zhu Chen Yang Dongruo Zhou 50 0 0 20 May 2025
Learning to Integrate Diffusion ODEs by Averaging the Derivatives Wenze Liu Xiangyu Yue 82 0 0 20 May 2025
UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Zichen Geng Zeeshan Hayder Wen Liu Ajmal Mian 68 0 0 19 May 2025
Touch2Shape: Touch-Conditioned 3D Diffusion for Shape Exploration and Reconstruction Yuanbo Wang Zhaoxuan Zhang Jiajin Qiu Dilong Sun Zhengyu Meng Xiaopeng Wei Xin Yang 89 0 0 19 May 2025
Restoration Score Distillation: From Corrupted Diffusion Pretraining to One-Step High-Quality Generation Yasi Zhang Tianyu Chen Zhendong Wang Ying Nian Wu Mingyuan Zhou Oscar Leong DiffM 77 1 0 19 May 2025
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling Nimrod Berman Ilan Naiman Moshe Eliasof Hedi Zisling Omri Azencot DiffM OffRL 90 0 0 19 May 2025
A Malliavin-Gamma calculus approach to Score Based Diffusion Generative models for random fields Giacomo Greco DiffM 89 1 0 19 May 2025
Anti-Inpainting: A Proactive Defense against Malicious Diffusion-based Inpainters under Unknown Conditions Yimao Guo Zuomin Qu Wei Lu Xiangyang Luo DiffM AAML 68 0 0 19 May 2025
Constraint-Aware Diffusion Guidance for Robotics: Real-Time Obstacle Avoidance for Autonomous Racing Hao Ma Sabrina Bodmer Andrea Carron Melanie Zeilinger Michael Muehlebach 69 0 0 19 May 2025
Seeing the Unseen: How EMoE Unveils Bias in Text-to-Image Diffusion Models Lucas Berry Axel Brando Wei-Di Chang Juan Camilo Gamboa Higuera David Meger DiffM 58 0 0 19 May 2025
Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking Zihan Su Xuerui Qiu Hongbin Xu Tangyu Jiang Junhao Zhuang Chun Yuan Ming Li Shengfeng He Fei Richard Yu WIGM 96 0 0 19 May 2025
Mean Flows for One-step Generative Modeling Zhengyang Geng Mingyang Deng Xingjian Bai J. Zico Kolter Kaiming He DiffM 85 2 0 19 May 2025
Few-Step Diffusion via Score identity Distillation Mingyuan Zhou Yi Gu Zhendong Wang 102 1 0 19 May 2025
Improving Compositional Generation with Diffusion Models Using Lift Scores Chenning Yu Sicun Gao DiffM 843 0 0 19 May 2025
Granular Loco-Manipulation: Repositioning Rocks Through Strategic Sand Avalanche Haodi Hu Yue Wu Feifei Qian Daniel Seita 49 0 0 19 May 2025
Training Latent Diffusion Models with Interacting Particle Algorithms Tim Y. J. Wang Juan Kuntz O. Deniz Akyildiz 118 0 0 18 May 2025
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Albert Zhao Stefano Soatto DiffM 138 0 0 18 May 2025
Bootstrapping Diffusion: Diffusion Model Training Leveraging Partial and Corrupted Data Xudong Ma 76 0 0 17 May 2025
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching Zhiyuan Liu Yicun Yang Y. Zhang Junjie Chen Chang Zou Qingyuan Wei S. Wang Linfeng Zhang AI4CE 31 3 0 17 May 2025
Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View Laziness Chuang Zhao Hui Tang Hongke Zhao Xiaomeng Li DiffM MedIm 69 0 0 17 May 2025
DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling Yuang Ai Qihang Fan Xuefeng Hu Zhenheng Yang Ran He Huaibo Huang DiffM 90 0 0 16 May 2025
LipDiffuser: Lip-to-Speech Generation with Conditional Diffusion Models Danilo de Oliveira Julius Richter Tal Peer Timo Gerkmann DiffM 103 0 0 16 May 2025
Improving Inference-Time Optimisation for Vocal Effects Style Transfer with a Gaussian Prior Chin-Yun Yu Marco A. Martínez-Ramírez Junghyun Koo Wei-Hsiang Liao Yuki Mitsufuji Gyorgy Fazekas 71 1 0 16 May 2025
X-Edit: Detecting and Localizing Edits in Images Altered by Text-Guided Diffusion Models Valentina Bazyleva Nicolo Bonettini Gaurav Bharaj DiffM 121 0 0 16 May 2025
A Generative Framework for Causal Estimation via Importance-Weighted Diffusion Distillation Xinran Song Tianyu Chen Mingyuan Zhou DiffM CML 115 0 0 16 May 2025
Space Group Equivariant Crystal Diffusion Rees Chang Angela Pak Alex Guerra Ni Zhan Nick Richardson Elif Ertekin Ryan P. Adams 68 0 0 16 May 2025
What's Inside Your Diffusion Model? A Score-Based Riemannian Metric to Explore the Data Manifold Simone Azeglio Arianna Di Bernardo DiffM 114 0 0 16 May 2025
Supervised Models Can Generalize Also When Trained on Random Labels Oskar Allerbo Thomas B. Schön OOD SSL 119 0 0 16 May 2025
Improving the Euclidean Diffusion Generation of Manifold Data by Mitigating Score Function Singularity Ziqiang Liu Wei Zhang Tiejun Li DiffM 75 0 0 15 May 2025
Fine-tuning Diffusion Policies with Backpropagation Through Diffusion Timesteps Ningyuan Yang Jiaxuan Gao Feng Gao Yi Wu Chao Yu 158 0 0 15 May 2025
FlowDreamer: A RGB-D World Model with Flow-based Motion Representations for Robot Manipulation Jun Guo Xiaojian Ma Yikai Wang Min Yang Huaping Liu Qing Li VGen 72 0 0 15 May 2025
IMAGE-ALCHEMY: Advancing subject fidelity in personalised text-to-image generation Amritanshu Tiwari Cherish Puniani Kaustubh Sharma Ojasva Nema DiffM 101 0 0 15 May 2025
Ordered-subsets Multi-diffusion Model for Sparse-view CT Reconstruction Pengfei Yu Bin Huang Minghui Zhang Weiwen Wu Shaoyu Wang Qiegen Liu DiffM 64 0 0 15 May 2025
Pharmacophore-Conditioned Diffusion Model for Ligand-Based De Novo Drug Design Amira Alakhdar Barnabas Poczos Newell Washburn 75 0 0 15 May 2025
MTVCrafter: 4D Motion Tokenization for Open-World Human Image Animation Yanbo Ding Xirui Hu Zhizhi Guo Yansen Wang Yali Wang DiffM VGen 153 0 0 15 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 100 1 0 14 May 2025
Visual Watermarking in the Era of Diffusion Models: Advances and Challenges Junxian Duan Jiyang Guan Wenkui Yang Ran He WIGM 131 0 0 13 May 2025
Building-Block Aware Generative Modeling for 3D Crystals of Metal Organic Frameworks Chenru Duan Aditya Nandy Sizhan Liu Yuanqi Du Liu He Yi Qu Haojun Jia Jin-Hu Dou AI4CE 100 0 0 13 May 2025
Adaptive Diffusion Policy Optimization for Robotic Manipulation Huiyun Jiang Zhuang Yang 80 0 0 13 May 2025
Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion Models Lhuqita Fazry Valentino Vito DiffM 69 0 0 13 May 2025
TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection Wenkui Yang Zhida Zhang Xiaoqiang Zhou Junxian Duan Jie Cao DiffM 151 1 0 13 May 2025
ConDiSim: Conditional Diffusion Models for Simulation Based Inference Mayank Nautiyal Andreas Hellander Prashant Singh DiffM 118 0 0 13 May 2025
Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion Anle Ke Xu Zhang Tong Chen Ming Lu Chao Zhou Jiawen Gu Zhan Ma DiffM 68 0 0 13 May 2025
ReCDAP: Relation-Based Conditional Diffusion with Attention Pooling for Few-Shot Knowledge Graph Completion Jeongho Kim Chanyeong Heo Jaehee Jung 131 0 0 12 May 2025
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 62 1 0 12 May 2025
Compression, Regularity, Randomness and Emergent Structure: Rethinking Physical Complexity in the Data-Driven Era Nima Dehghani AI4CE 110 0 0 12 May 2025