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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
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes Tim Broedermann Daniel Gehrig Yuqian Fu Luc Van Gool 135 31 0 28 Jan 2025
Towards Kriging-informed Conditional Diffusion for Regional Sea-Level Data Downscaling Subhankar Ghosh Arun Sharma Jayant Gupta Aneesh Subramanian Shashi Shekhar DiffM 156 6 0 28 Jan 2025
Decrypting the temperature field in flow boiling with latent diffusion models UngJin Na JunYoung Seo Taeil Kim ByongGuk Jeon H. Jo DiffM AI4CE 64 0 0 27 Jan 2025
Slot-Guided Adaptation of Pre-trained Diffusion Models for Object-Centric Learning and Compositional Generation Adil Kaan Akan Yucel Yemez DiffM OCL 88 0 0 27 Jan 2025
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance Yinan Zheng Ruiming Liang Kexin Zheng Jinliang Zheng Liyuan Mao ... Weihao Gu Rui Ai Shengbo Eben Li Xianyuan Zhan Jingjing Liu 131 17 0 26 Jan 2025
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities Zhibo Tian Ruijie Quan Fan Ma Kun Zhan Yi Yang 113 1 0 24 Jan 2025
VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking Runyi Hu Jing Zhang You Li Jiwei Li Qing Guo Han Qiu Tianwei Zhang WIGM VGen 189 8 0 24 Jan 2025
CGI: Identifying Conditional Generative Models with Example Images Zhi Zhou Hao-Zhe Tan Peng-Xiao Song Lan-Zhe Guo DiffM 103 0 0 23 Jan 2025
VipDiff: Towards Coherent and Diverse Video Inpainting via Training-free Denoising Diffusion Models Chaohao Xie Kai Han Kwan-Yee K. Wong VGen DiffM 470 0 0 21 Jan 2025
Exploring Preference-Guided Diffusion Model for Cross-Domain Recommendation Xiaodong Li Hengzhu Tang Shuaiyi Nie Xinghua Zhang Li Gao Suqi Cheng D. Yin Tingwen Liu DiffM 132 2 0 20 Jan 2025
Block Flow: Learning Straight Flow on Data Blocks Zibin Wang Zhiyuan Ouyang Xiangyun Zhang 78 0 0 20 Jan 2025
Nested Annealed Training Scheme for Generative Adversarial Networks Chang Wan Ming-Hsuan Yang Minglu Li Yunliang Jiang Zhonglong Zheng GAN 129 0 0 20 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 160 4 0 20 Jan 2025
Lossy Compression with Pretrained Diffusion Models Jeremy Vonderfecht Feng Liu DiffM 155 2 0 20 Jan 2025
NeurOp-Diff:Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion Zihao Xu Yuzhi Tang Bowen Xu Qingquan Li DiffM 148 0 0 20 Jan 2025
StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style Transfer Ruojun Xu Weijie Xi Xiaodi Wang Yongbo Mao Zach Cheng DiffM 120 1 0 20 Jan 2025
CrossModalityDiffusion: Multi-Modal Novel View Synthesis with Unified Intermediate Representation Alex Berian Daniel Brignac JhihYang Wu Natnael Daba Abhijit Mahalanobis DiffM 174 1 0 20 Jan 2025
A General Framework for Inference-time Scaling and Steering of Diffusion Models R. Singhal Zachary Horvitz Ryan Teehan Mengye Ren Zhou Yu Kathleen McKeown Rajesh Ranganath DiffM 156 31 0 17 Jan 2025
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution Cuixin Yang Rongkang Dong Jun Xiao Cong Zhang Kin-Man Lam Fei Zhou Guoping Qiu 200 2 0 17 Jan 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 235 3 0 17 Jan 2025
Simplified and Generalized Masked Diffusion for Discrete Data Jiaxin Shi Kehang Han Zehao Wang Arnaud Doucet Michalis K. Titsias DiffM 227 105 0 17 Jan 2025
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces Sumit Chaturvedi Mengwei Ren Yannick Hold-Geoffroy Jingyuan Liu Julie Dorsey Zhixin Shu DiffM 99 0 0 17 Jan 2025
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models Yong-Hyun Park Sangdoo Yun Jin-Hwa Kim Junho Kim Geonhui Jang Yonghyun Jeong Junghyo Jo Gayoung Lee 167 19 0 17 Jan 2025
Score-based 3D molecule generation with neural fields Matthieu Kirchmeyer Pedro H. O. Pinheiro Saeed Saremi DiffM 135 2 0 15 Jan 2025
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 89 2 0 15 Jan 2025
Global Search for Optimal Low Thrust Spacecraft Trajectories using Diffusion Models and the Indirect Method Jannik Graebner Ryne T. Beeson 135 0 0 13 Jan 2025
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps Henry Li Ronen Basri Y. Kluger DiffM 146 2 0 13 Jan 2025
Comparison of Autoencoders for tokenization of ASL datasets Vouk Praun-Petrovic Aadhvika Koundinya Lavanya Prahallad DiffM 69 0 0 12 Jan 2025
From discrete-time policies to continuous-time diffusion samplers: Asymptotic equivalences and faster training Julius Berner Lorenz Richter Marcin Sendera Jarrid Rector-Brooks Nikolay Malkin OffRL 171 8 0 10 Jan 2025
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 278 8 0 10 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming-Hsuan Yang Sergey Tulyakov DiffM VGen 194 13 0 10 Jan 2025
Magic-Boost: Boost 3D Generation with Multi-View Conditioned Diffusion Fan Yang Jianfeng Zhang Yichun Shi Bowen Chen Chenxu Zhang Huichao Zhang Xiaofeng Yang Xiu Li Jiashi Feng Guosheng Lin 101 3 0 10 Jan 2025
TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts Yu Huang Chang Xu Yueying Wu Wu-Jun Li Jiang Bian DiffM 107 4 0 10 Jan 2025
Generative AI for Cel-Animation: A Survey Yunlong Tang Junjia Guo Pinxin Liu Zhiyuan Wang Hang Hua ... Jing Bi Mingqian Feng Xuzhao Li Zeliang Zhang Chenliang Xu VGen 165 7 0 08 Jan 2025
Circuit Complexity Bounds for Visual Autoregressive Model Yekun Ke Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao Song 103 8 0 08 Jan 2025
Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance Dongmin Park Sebin Kim Taehong Moon Minkyu Kim Kangwook Lee Jaewoong Cho DiffM CoGe 120 5 0 08 Jan 2025
Gaze-guided Hand-Object Interaction Synthesis: Dataset and Method Jie Tian Lingxiao Yang Ran Ji Suting Ni Lan Xu Lan Xu Ye-ling Shi Jingya Wang Jingya Wang 106 3 0 08 Jan 2025
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time Stanislav Frolov Brian B. Moser Andreas Dengel 79 3 0 08 Jan 2025
MObI: Multimodal Object Inpainting Using Diffusion Models Alexandru Buburuzan Anuj Sharma John Redford P. Dokania Romain Mueller DiffM 198 1 0 06 Jan 2025
Unified Guidance for Geometry-Conditioned Molecular Generation Sirine Ayadi Leon Hetzel Johanna Sommer Fabian J. Theis Stephan Günnemann 104 1 0 05 Jan 2025
Generative Modelling with High-Order Langevin Dynamics Ziqiang Shi Rujie Liu DiffM 126 2 0 03 Jan 2025
Neural Network Diffusion Kaili Wang Dongwen Tang Boya Zeng Yida Yin Zhaopan Xu Yukun Zhou Zelin Zang Trevor Darrell Zhuang Liu Yang You DiffM 145 5 0 03 Jan 2025
Optimizing Noise Schedules of Generative Models in High Dimensionss Santiago Aranguri Giulio Biroli Marc Mézard Eric Vanden-Eijnden DiffM 66 0 0 03 Jan 2025
Cached Adaptive Token Merging: Dynamic Token Reduction and Redundant Computation Elimination in Diffusion Model Omid Saghatchian Atiyeh Gh. Moghadam Ahmad Nickabadi MoMe 147 1 0 03 Jan 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 90 0 0 03 Jan 2025
Population Aware Diffusion for Time Series Generation Yang Li Han Meng Zhenyu Bi Ingolv T. Urnes Haipeng Chen AI4TS 76 0 0 03 Jan 2025
Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models Daniela de Albuquerque John Pearson DiffM 154 0 0 03 Jan 2025
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better Scott Geng Cheng-Yu Hsieh Vivek Ramanujan Matthew Wallingford Chun-Liang Li Pang Wei Koh Ranjay Krishna DiffM 193 8 0 03 Jan 2025
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models Gen Li Yuling Yan DiffM 117 23 0 03 Jan 2025
MADiff: Offline Multi-agent Learning with Diffusion Models Zhengbang Zhu Minghuan Liu Liyuan Mao Bingyi Kang Minkai Xu Yong Yu Stefano Ermon Weinan Zhang DiffM OffRL 187 40 0 03 Jan 2025