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
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 38 0 0 14 May 2025
Adaptive Diffusion Policy Optimization for Robotic Manipulation Huiyun Jiang Zhuang Yang 29 0 0 13 May 2025
Towards SFW sampling for diffusion models via external conditioning Camilo Carvajal Reyes J. Fontbona Felipe A. Tobar DiffM 34 0 0 12 May 2025
Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation J. Li Yangtao Zhou Zhifu Zhao Qinglan Huang Jian Qi Xiao He Hua Chu Fu Li DiffM MedIm 53 0 0 12 May 2025
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 26 0 0 12 May 2025
Compression, Regularity, Randomness and Emergent Structure: Rethinking Physical Complexity in the Data-Driven Era Nima Dehghani AI4CE 27 0 0 12 May 2025
StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation Z. Wang Haipeng Li Lin Sui Tianhao Zhou Hai Jiang Lang Nie Shuaicheng Liu DiffM VGen 47 0 0 10 May 2025
Photovoltaic Defect Image Generator with Boundary Alignment Smoothing Constraint for Domain Shift Mitigation Dongying Li Binyi Su Hua Zhang Yong Li Haiyong Chen 112 0 0 09 May 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 34 0 0 09 May 2025
Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions Dhruvesh Patel Aishwarya Sahoo Avinash Amballa Tahira Naseem Tim G. J. Rudner Andrew McCallum KELM 47 0 0 09 May 2025
Anymate: A Dataset and Baselines for Learning 3D Object Rigging Yufan Deng Yuhao Zhang Chen Geng Shangzhe Wu Jiajun Wu 3DH 50 0 0 09 May 2025
A 3D pocket-aware and evolutionary conserved interaction guided diffusion model for molecular optimization Anjie Qiao Hao Zhang Qianmu Yuan Qirui Deng Jingtian Su W. R. Huang Huihao Zhou Guo-Bo Li Z. Wang J. Lei DiffM 31 0 0 09 May 2025
Semantic-Space-Intervened Diffusive Alignment for Visual Classification Zixuan Li Lei Meng Guoqing Chao Wei Wu Xiaoshuo Yan Yimeng Yang Zhuang Qi X. Meng DiffM 34 0 0 09 May 2025
Unsupervised Blind Speech Separation with a Diffusion Prior Zhongweiyang Xu Xulin Fan Zhong-Qiu Wang Xilin Jiang Romit Roy Choudhury DiffM 43 0 0 08 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 43 0 0 08 May 2025
Research on Anomaly Detection Methods Based on Diffusion Models Yi Chen DiffM 56 0 0 08 May 2025
Generating Physically Stable and Buildable LEGO Designs from Text Ava Pun Kangle Deng Ruixuan Liu Deva Ramanan Changliu Liu Jun-Yan Zhu 64 0 0 08 May 2025
CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Y. Li Pencheng Wan Liang Han Yaowei Wang Liqiang Nie Min Zhang 43 0 0 07 May 2025
Riemannian Denoising Diffusion Probabilistic Models Z. Liu Wei Zhang Christof Schütte Tiejun Li DiffM 68 0 0 07 May 2025
Hamiltonian Normalizing Flows as kinetic PDE solvers: application to the 1D Vlasov-Poisson Equations Vincent Souveton Sébastien Terrana 36 0 0 07 May 2025
MoDE: Mixture of Diffusion Experts for Any Occluded Face Recognition Qiannan Fan Zhuoyang Li Jitong Li Chenyang Cao DiffM 38 0 0 07 May 2025
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Ishan Gaur Jennifer Listgarten DiffM 51 0 0 07 May 2025
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement Yi Li Zhiyuan Zhang Jiangnan Xia Jianghan Cheng Qilong Wu Junwei Li Yibin Tian Hui Kong DiffM 48 0 0 07 May 2025
PAHA: Parts-Aware Audio-Driven Human Animation with Diffusion Model Y.B. Wang S.Z. Zhou J.F. Wu T. Hu J.N. Zhang Z. Li Yanzhe Liu DiffM VGen 53 0 0 06 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability L. Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Y. Liu Y. Wang Jian Yang DiffM 56 0 0 06 May 2025
Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Will Hawkins Chris Russell Brent Mittelstadt DiffM 102 0 0 06 May 2025
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients Stefano Bruno Sotirios Sabanis DiffM 48 0 0 06 May 2025
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation Hengyuan Hu Aniket Das Dorsa Sadigh Nima Anari DiffM 26 0 0 06 May 2025
DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor Wei-Ting Chen Yu-Jiet Vong Yi-Tsung Lee Sy-Yen Kuo Qiang Gao Sizhuo Ma Jian Wang 143 0 0 06 May 2025
FLUX-Text: A Simple and Advanced Diffusion Transformer Baseline for Scene Text Editing Rui Lan Y. Bai Xu Duan M. Li Lei Sun X. Chu DiffM 123 0 0 06 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities X. Zhang Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 74 0 0 05 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Songtao Zhao Qian He 30 0 0 05 May 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li Xin Gu Fan Chen X. Xing Longyin Wen C. L. P. Chen Sijie Zhu DiffM 81 1 0 05 May 2025
MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation Mingcheng Li Xiaolu Hou Ziyang Liu Dingkang Yang Ziyun Qian Jiawei Chen Jinjie Wei Y. Jiang Qingyao Xu L. Zhang DiffM 126 0 0 05 May 2025
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 153 0 0 04 May 2025
Quantizing Diffusion Models from a Sampling-Aware Perspective Qian Zeng Jie Song Yuanyu Wan Huiqiong Wang Mingli Song DiffM MQ 76 1 0 04 May 2025
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling Javier E. Santos Agnese Marcato Roman Colman Nicholas Lubbers Y. Lin 39 0 0 03 May 2025
Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation Daniele Molino Francesco Di Feola Linlin Shen Paolo Soda V. Guarrasi MedIm LM&MA 64 0 0 02 May 2025
Tree-Sliced Wasserstein Distance with Nonlinear Projection T. Tran Viet-Hoang Tran Thanh T. Chu Trang Pham Laurent El Ghaoui Tam Le T. Nguyen 19 0 0 02 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 32 0 0 02 May 2025
Provable Efficiency of Guidance in Diffusion Models for General Data Distribution Gen Li Yuchen Jiao 48 0 0 02 May 2025
Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Nishant Jain Xunpeng Huang Yian Ma Tong Zhang 46 0 0 02 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 70 0 0 30 Apr 2025
Sparse-to-Sparse Training of Diffusion Models Inês Cardoso Oliveira Decebal Constantin Mocanu Luis A. Leiva DiffM 83 0 0 30 Apr 2025
DDPS: Discrete Diffusion Posterior Sampling for Paths in Layered Graphs Hao Luan See-Kiong Ng Chun Kai Ling 52 0 0 29 Apr 2025
Erased but Not Forgotten: How Backdoors Compromise Concept Erasure Jonas Henry Grebe Tobias Braun Marcus Rohrbach Anna Rohrbach AAML 80 0 0 29 Apr 2025
Image Interpolation with Score-based Riemannian Metrics of Diffusion Models Shinnosuke Saito Takashi Matsubara DiffM 82 1 0 28 Apr 2025
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis Haroui Ma Francesco Quinzan Theresa Willem Stefan Bauer 76 0 0 28 Apr 2025
Global Stress Generation and Spatiotemporal Super-Resolution Physics-Informed Operator under Dynamic Loading for Two-Phase Random Materials Tengfei Xing Xiaodan Ren Jie Li DiffM 34 0 0 26 Apr 2025
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation Gérome Andry François Rozet Sacha Lewin Omer Rochman Victor Mangeleer Matthias Pirlet Elise Faulx Marilaure Grégoire Gilles Louppe AI4Cl 63 1 0 25 Apr 2025