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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
DiffScale: Continuous Downscaling and Bias Correction of Subseasonal Wind Speed Forecasts using Diffusion Models Maximilian Springenberg Noelia Otero Yuxin Xue Jackie Ma DiffM AI4Cl 75 0 0 31 Mar 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 526 1 0 31 Mar 2025
StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion Jin Zhou Yi Zhou Pengfei Xu Hui Huang DiffM 135 0 0 31 Mar 2025
DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models Basar Demir Yikang Liu Xiao Chen Eric Z. Chen Lin Zhao Boris Mailhe Terrence Chen Shanhui Sun DiffM MedIm 102 0 0 31 Mar 2025
Accelerated Stein Variational Gradient Flow Viktor Stein Wuchen Li 134 0 0 30 Mar 2025
Generative Latent Neural PDE Solver using Flow Matching Zijie Li Anthony Zhou Amir Barati Farimani DiffM AI4CE 145 2 0 28 Mar 2025
DSO: Aligning 3D Generators with Simulation Feedback for Physical Soundness Ruining Li Chuanxia Zheng Christian Rupprecht Andrea Vedaldi 88 2 0 28 Mar 2025
Semantix: An Energy Guided Sampler for Semantic Style Transfer Huiang He Minghui Hu C. Zheng Chaoyue Wang Tat-Jen Cham DiffM 90 0 0 28 Mar 2025
Exploring the Energy Landscape of RBMs: Reciprocal Space Insights into Bosons, Hierarchical Learning and Symmetry Breaking J. Q. Toledo-Marín Anindita Maiti Geoffrey C. Fox R. Melko DRL 126 0 0 27 Mar 2025
Evaluating Text-to-Image Synthesis with a Conditional Fréchet Distance Jaywon Koo J. Hernandez Moayed Haji-Ali Ziyan Yang Vicente Ordonez EGVM 125 0 0 27 Mar 2025
VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness Dian Zheng Ziqi Huang Hongbo Liu Kai Zou Yinan He ... Yize Zhang Jingwen He Wei-Shi Zheng Yu Qiao Ziwei Liu EGVM VGen 130 14 0 27 Mar 2025
KernelFusion: Assumption-Free Blind Super-Resolution via Patch Diffusion Oliver Heinimann Assaf Shocher Tal Zimbalist Michal Irani DiffM SupR 98 0 0 27 Mar 2025
Offline Reinforcement Learning with Discrete Diffusion Skills Ruixi Qiao Jie Cheng Xingyuan Dai Yonglin Tian Yisheng Lv OffRL 104 0 0 26 Mar 2025
Debiasing Kernel-Based Generative Models Tian Qin Wei-Min Huang 197 0 0 26 Mar 2025
Unified Multimodal Discrete Diffusion Alexander Swerdlow Mihir Prabhudesai Siddharth Gandhi Deepak Pathak Katerina Fragkiadaki DiffM 133 8 0 26 Mar 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 160 0 0 26 Mar 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 184 1 0 26 Mar 2025
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling Vinzenz Uhr I. Díaz C. Rummel Richard McKinley MedIm 105 0 0 26 Mar 2025
Latent Beam Diffusion Models for Decoding Image Sequences Guilherme Fernandes Vasco Ramos Regev Cohen Idan Szpektor João Magalhães 168 1 0 26 Mar 2025
CoSimGen: Controllable Diffusion Model for Simultaneous Image and Mask Generation Rupak Bose C. Nwoye Aditya Bhat N. Padoy DiffM MedIm 130 0 0 25 Mar 2025
Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection Farzad Beizaee Gregory A. Lodygensky Christian Desrosiers Jose Dolz 87 1 0 25 Mar 2025
Extendable Long-Horizon Planning via Hierarchical Multiscale Diffusion Chang Chen Hany Hamed Doojin Baek Taegu Kang Yoshua Bengio Sungjin Ahn 117 1 0 25 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 179 3 0 25 Mar 2025
ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency Yang Ren Hai Jiang Menglong Yang W. Li Shuaicheng Liu DiffM 85 0 0 25 Mar 2025
Scaling Down Text Encoders of Text-to-Image Diffusion Models Lifu Wang Daqing Liu Xinchen Liu Xiaodong He VLM 136 0 0 25 Mar 2025
SITA: Structurally Imperceptible and Transferable Adversarial Attacks for Stylized Image Generation Jingdan Kang Haoxin Yang Yan Cai Huaidong Zhang Xuemiao Xu Yong Du Shengfeng He AAML 92 0 0 25 Mar 2025
Learning 3D Object Spatial Relationships from Pre-trained 2D Diffusion Models Sangwon Beak Hyeonwoo Kim Hanbyul Joo 106 0 0 25 Mar 2025
Quantifying the Ease of Reproducing Training Data in Unconditional Diffusion Models Masaya Hasegawa Koji Yasuda 71 0 0 25 Mar 2025
DiffV2IR: Visible-to-Infrared Diffusion Model via Vision-Language Understanding Lingyan Ran Lidong Wang Guangcong Wang Peng Wang Yize Zhang 91 0 0 24 Mar 2025
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model Leheng Zhang Weiyi You Kexuan Shi Shuhang Gu 113 0 0 24 Mar 2025
HOIGPT: Learning Long Sequence Hand-Object Interaction with Language Models Mingzhen Huang Fu-Jen Chu Bugra Tekin Kevin J. Liang Haoyu Ma ... Hongfei Xue Siwei Lyu Kris Kitani Matt Feiszli Hao Tang VLM 118 4 0 24 Mar 2025
Hiding Images in Diffusion Models by Editing Learned Score Functions Haoyu Chen Yunqiao Yang Nan Zhong Kede Ma DiffM 135 0 0 24 Mar 2025
DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching Wei-Ping Huang Hanchen Wang Dong Wen Wenjie Zhang Yanzhe Zhang Xuemin Lin 56 1 0 24 Mar 2025
Latent Embedding Adaptation for Human Preference Alignment in Diffusion Planners Wen Zheng Terence Ng Jianda Chen Yuan Xu Tianwei Zhang 113 0 0 24 Mar 2025
EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation Qiang Qu Ming Li Xiaoming Chen Tongliang Liu DiffM VGen 131 1 0 24 Mar 2025
Training-free Diffusion Acceleration with Bottleneck Sampling Ye Tian Xin Xia Yuxi Ren Shanchuan Lin Xing Wang Xuefeng Xiao Yunhai Tong L. Yang Tengjiao Wang 126 2 0 24 Mar 2025
ZECO: ZeroFusion Guided 3D MRI Conditional Generation F. Wang Bin Duan Jiachen Tao Nikhil Sharma Dawen Cai Yan Yan DiffM MedIm 71 0 0 24 Mar 2025
Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos Chris Pedersen L. Zanna Joan Bruna 97 5 0 24 Mar 2025
An Image-like Diffusion Method for Human-Object Interaction Detection Xiaofei Hui Haoxuan Qu Hossein Rahmani Jun Liu DiffM 126 0 0 23 Mar 2025
SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction Zhengyuan Li Kai Cheng Anindita Ghosh Uttaran Bhattacharya Liangyan Gui Aniket Bera DiffM VGen 100 1 0 23 Mar 2025
RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation Zhiqiang Yuan Ting Zhang Ying Deng Jiapei Zhang Yeshuang Zhu Zexi Jia Jie Zhou Jinchao Zhang VGen 72 0 0 22 Mar 2025
Auto-Regressive Diffusion for Generating 3D Human-Object Interactions Zichen Geng Zeeshan Hayder Wen Liu Ajmal Mian DiffM VGen 107 2 0 21 Mar 2025
Zero-Shot Styled Text Image Generation, but Make It Autoregressive Vittorio Pippi Fabio Quattrini S. Cascianelli Alessio Tonioni Rita Cucchiara 81 1 0 21 Mar 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 108 0 0 21 Mar 2025
What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models Keyon Vafa Sarah Bentley Jon M. Kleinberg S. Mullainathan 70 2 0 21 Mar 2025
Preference-Guided Diffusion for Multi-Objective Offline Optimization Yashas Annadani Syrine Belakaria Stefano Ermon Stefan Bauer Barbara Engelhardt 75 1 0 21 Mar 2025
PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning Yan Zhang Yao Feng Alpár Cseke Nitin Saini Nathan Bajandas Nicolas Heron M. Black DiffM VGen 119 1 0 21 Mar 2025
Enabling Versatile Controls for Video Diffusion Models Xu Zhang Hao Zhou Haoming Qin Xiaobin Lu Jiaxing Yan Guanzhong Wang Zeyu Chen Yi Liu DiffM VGen 100 1 0 21 Mar 2025
R2LDM: An Efficient 4D Radar Super-Resolution Framework Leveraging Diffusion Model Boyuan Zheng Shouyi Lu Renbo Huang Minqing Huang Fan Lu Wei Tian Guirong Zhuo Lu Xiong 111 1 0 21 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