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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
PerLDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models Jinhua Zhang Hualian Sheng Sijia Cai Bing Deng Qiao Liang Wen Li Ying Fu Jieping Ye Shuhang Gu DiffM 83 2 0 01 Jul 2025
Diffusion Models for Robotic Manipulation: A Survey Rosa Wolf Yitian Shi Sheng Liu Rania Rayyes 127 2 0 01 Jul 2025
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser Qingyuan Cai Xuecai Hu Saihui Hou Li Yao Yongzhen Huang DiffM 63 14 0 01 Jul 2025
HumanGif: Single-View Human Diffusion with Generative Prior Shoukang Hu Takuya Narihira Kazumi Fukuda Ryosuke Sawata Takashi Shibuya Yuki Mitsufuji 205 2 0 01 Jul 2025
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning Chuangtao Chen Qinglin Zhao Mengchu Zhou Dusit Niyato Zhimin He Haozhen Situ DiffM 235 0 0 01 Jul 2025
The Hidden Cost of an Image: Quantifying the Energy Consumption of AI Image Generation Giulia Bertazzini Chiara Albisani Daniele Baracchi Dasara Shullani Roberto Verdecchia 22 0 0 20 Jun 2025
Noise-Informed Diffusion-Generated Image Detection with Anomaly Attention Weinan Guan Wei Wang Bo Peng Ziwen He Jing Dong Haonan Cheng DiffM 22 0 0 20 Jun 2025
Reversing Flow for Image Restoration Haina Qin Wenyang Luo L. xilinx Wang Dandan Zheng Jingdong Chen Ming Yang Bing Li Weiming Hu 32 0 0 20 Jun 2025
Deep generative models as the probability transformation functions Vitalii Bondar Vira Babenko Roman Trembovetskyi Yurii Korobeinyk Viktoriya Dzyuba 22 0 0 20 Jun 2025
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration Wenyang Luo Haina Qin Zewen Chen L. xilinx Wang Dandan Zheng Yuming Li Yufan Liu B. Li Weiming Hu 26 0 0 20 Jun 2025
Variational Learning of Disentangled Representations Yuli Slavutsky Ozgur Beker David Blei Bianca Dumitrascu DRL OOD CML CoGe 45 0 0 20 Jun 2025
Beyond Blur: A Fluid Perspective on Generative Diffusion Models Grzegorz Gruszczynski Michal Jan Wlodarczyk Jakub J Meixner Przemyslaw Musialski DiffM 26 0 0 20 Jun 2025
MoiréXNet: Adaptive Multi-Scale Demoiréing with Linear Attention Test-Time Training and Truncated Flow Matching Prior Liangyan Li Yimo Ning Kevin Le Wei Dong Yunzhe Li Jun Chen Xiaohong Liu 31 0 0 19 Jun 2025
Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization Cong Wang Zexuan Deng Zhiwei Jiang Fei Shen Yafeng Yin Shiwei Gan Zifeng Cheng Shiping Ge Qing Gu DiffM SLR VGen 45 0 0 19 Jun 2025
Generating Directed Graphs with Dual Attention and Asymmetric Encoding Alba Carballo-Castro Manuel Madeira Yiming Qin D. Thanou Pascal Frossard 25 0 0 19 Jun 2025
Generative thermodynamic computing Stephen Whitelam 3DGS AI4CE 31 0 0 18 Jun 2025
Echo-DND: A dual noise diffusion model for robust and precise left ventricle segmentation in echocardiography Abdur Rahman Keerthiveena Balraj Manojkumar Ramteke Anurag Singh Rathore DiffM MedIm 24 0 0 18 Jun 2025
UniRelight: Learning Joint Decomposition and Synthesis for Video Relighting Kai He Ruofan Liang Jacob Munkberg J. Hasselgren Nandita Vijaykumar Alexander Keller Sanja Fidler Igor Gilitschenski Zan Gojcic Zian Wang 45 0 0 18 Jun 2025
Minimizing Structural Vibrations via Guided Flow Matching Design Optimization J. V. Delden Julius Schultz Sebastian Rothe Christian Libner Sabine C. Langer Timo Luddecke 19 0 0 18 Jun 2025
When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class Yujin Kim H. Kim Hyunwoo J.Kim S. Kim 19 0 0 18 Jun 2025
Steering Your Diffusion Policy with Latent Space Reinforcement Learning Andrew Wagenmaker Mitsuhiko Nakamoto Yunchu Zhang S. Park Waleed Yagoub Anusha Nagabandi Abhishek Gupta Sergey Levine OffRL 37 0 0 18 Jun 2025
Provable Maximum Entropy Manifold Exploration via Diffusion Models Riccardo De Santi Marin Vlastelica Ya-Ping Hsieh Zebang Shen Niao He Andreas Krause DiffM 23 1 0 18 Jun 2025
Decoupled Classifier-Free Guidance for Counterfactual Diffusion Models Tian Xia Fabio De Sousa Ribeiro Rajat Rasal Avinash Kori Raghav Mehta Ben Glocker DiffM 58 0 0 17 Jun 2025
FRIDU: Functional Map Refinement with Guided Image Diffusion Avigail Cohen Rimon Mirela Ben Chen Or Litany DiffM 36 0 0 17 Jun 2025
StgcDiff: Spatial-Temporal Graph Condition Diffusion for Sign Language Transition Generation Jiashu He J. He Shengeng Tang Huixia Ben Lechao Cheng Richang Hong DiffM 20 0 0 16 Jun 2025
Diagnosing and Improving Diffusion Models by Estimating the Optimal Loss Value Yixian Xu Shengjie Luo Liwei Wang Di He Chang Liu 24 0 0 16 Jun 2025
Dive3D: Diverse Distillation-based Text-to-3D Generation via Score Implicit Matching Weimin Bai Yubo Li Wenzheng Chen Weijian Luo H. Sun 25 0 0 16 Jun 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey Runpeng Yu Qi Li Xinchao Wang DiffM AI4CE 42 0 0 16 Jun 2025
Overcoming Overfitting in Reinforcement Learning via Gaussian Process Diffusion Policy Amornyos Horprasert Esa Apriaskar Xingyu Liu Lanlan Su Lyudmila S. Mihaylova 30 0 0 16 Jun 2025
LapDDPM: A Conditional Graph Diffusion Model for scRNA-seq Generation with Spectral Adversarial Perturbations Lorenzo Bini Stéphane Marchand-Maillet DiffM 23 0 0 16 Jun 2025
DiffS-NOCS: 3D Point Cloud Reconstruction through Coloring Sketches to NOCS Maps Using Diffusion Models Di Kong Qianhui Wan DiffM 16 0 0 15 Jun 2025
Foundation Models in Autonomous Driving: A Survey on Scenario Generation and Scenario Analysis Yuan Gao Mattia Piccinini Yuchen Zhang Dingrui Wang Korbinian Moller ... Steven Peters Andrea Stocco Bassam Alrifaee Marco Pavone Johannes Betz 25 0 0 13 Jun 2025
PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design Zhenqiao Song Tiaoxiao Li Lei Li Martin Renqiang Min 17 0 0 13 Jun 2025
ViSTA: Visual Storytelling using Multi-modal Adapters for Text-to-Image Diffusion Models Sibo Dong Ismail Shaheen Maggie Shen Rupayan Mallick Sarah Adel Bargal DiffM 31 0 0 13 Jun 2025
VEIGAR: View-consistent Explicit Inpainting and Geometry Alignment for 3D object Removal Pham Khai Nguyen Do Bao Nguyen Tran Nam Nguyen Duc Dung Nguyen 3DGS 3DV 21 0 0 13 Jun 2025
Learning Chaotic Dynamics with Neuromorphic Network Dynamics Yinhao Xu Georg A. Gottwald Zdenka Kuncic 117 0 0 12 Jun 2025
Measuring Semantic Information Production in Generative Diffusion Models Florian Handke Felix Koulischer G. Raya L. Ambrogioni DiffM 109 1 0 12 Jun 2025
FaceLiVT: Face Recognition using Linear Vision Transformer with Structural Reparameterization For Mobile Device Novendra Setyawan Chi-Chia Sun Mao-Hsiu Hsu W. Kuo Jun-Wei Hsieh 133 0 0 12 Jun 2025
NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors Numaan Naeem Sarfraz Ahmad Momina Ahsan Hasan Iqbal LRM 122 0 0 12 Jun 2025
Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning Jiajin Liu Dongzhe Fan Jiacheng Shen Chuanhao Ji Daochen Zha Qiaoyu Tan 115 0 0 12 Jun 2025
A Crack in the Bark: Leveraging Public Knowledge to Remove Tree-Ring Watermarks Junhua Lin Marc Juarez 116 0 0 12 Jun 2025
Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Yuqi Shen Fengyang Xiao Sujie Hu Youwei Pang Yifan Pu Chengyu Fang Xiu Li Chunming He 104 0 0 12 Jun 2025
The Diffusion Duality Subham S. Sahoo Justin Deschenaux Aaron Gokaslan Guanghan Wang Justin T Chiu Volodymyr Kuleshov DiffM 126 4 0 12 Jun 2025
A Study on Individual Spatiotemporal Activity Generation Method Using MCP-Enhanced Chain-of-Thought Large Language Models Yu Zhang Yang Hu D. B. Wang LRM 107 0 0 12 Jun 2025
Fine-Grained Perturbation Guidance via Attention Head Selection Donghoon Ahn Jiwon Kang Sanghyun Lee Minjae Kim Jaewon Min Wooseok Jang Saungwu Lee Sayak Paul S. Hong Seungryong Kim DiffM AAML 127 0 0 12 Jun 2025
TexTailor: Customized Text-aligned Texturing via Effective Resampling Suin Lee Dae-Shik Kim DiffM 114 0 0 12 Jun 2025
Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation Bowen Zheng Tianming Yang VLM 77 0 0 11 Jun 2025
Only-Style: Stylistic Consistency in Image Generation without Content Leakage Tilemachos Aravanis P. Filntisis Petros Maragos George Retsinas 79 0 0 11 Jun 2025
Fast Monte Carlo Tree Diffusion: 100x Speedup via Parallel Sparse Planning Jaesik Yoon Hyeonseo Cho Yoshua Bengio Sungjin Ahn DiffM LRM 86 0 0 11 Jun 2025
Scalable Non-Equivariant 3D Molecule Generation via Rotational Alignment Yuhui Ding Thomas Hofmann DiffM BDL 76 0 0 11 Jun 2025