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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
SPARKE: Scalable Prompt-Aware Diversity Guidance in Diffusion Models via RKE Score Mohammad Jalali Haoyu Lei Amin Gohari Farzan Farnia DiffM 64 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
MagCache: Fast Video Generation with Magnitude-Aware Cache Zehong Ma Longhui Wei Feng Wang Shiliang Zhang Q. Tian 44 0 0 10 Jun 2025
Enhancing Motion Dynamics of Image-to-Video Models via Adaptive Low-Pass Guidance June Suk Choi Kyungmin Lee Sihyun Yu Yisol Choi Jinwoo Shin Kimin Lee DiffM VGen 29 0 0 10 Jun 2025
Do Concept Replacement Techniques Really Erase Unacceptable Concepts? Anudeep Das Gurjot Singh Prach Chantasantitam Nirmal Asokan DiffM 27 0 0 10 Jun 2025
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service Environment Tianyu Chen Jian Lou Wenjie Wang 20 0 0 10 Jun 2025
A Review on Score-based Generative Models for Audio Applications Ge Zhu Yutong Wen Zhiyao Duan DiffM MedIm 39 0 0 10 Jun 2025
Edit Flows: Flow Matching with Edit Operations Marton Havasi Brian Karrer Itai Gat Ricky T. Q. Chen BDL 42 0 0 10 Jun 2025
Diffuse and Disperse: Image Generation with Representation Regularization Runqian Wang Kaiming He DiffM 50 0 0 10 Jun 2025
Intention-Conditioned Flow Occupancy Models Chongyi Zheng S. Park Sergey Levine Benjamin Eysenbach AI4TS OffRL AI4CE 46 0 0 10 Jun 2025
Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions Ye Zhu Duo Xu Zhiwei Deng J. Tan Olga Russakovsky DiffM 47 0 0 09 Jun 2025
Diffusion Counterfactual Generation with Semantic Abduction Rajat Rasal Avinash Kori Fabio De Sousa Ribeiro Tian Xia Ben Glocker DiffM 24 0 0 09 Jun 2025
PairEdit: Learning Semantic Variations for Exemplar-based Image Editing Haoguang Lu Jiacheng Chen Zhenguo Yang Aurele Tohokantche Gnanha Fu Lee Wang Li Qing Xudong Mao DiffM 35 0 0 09 Jun 2025
Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Kevin Rojas Yuchen Zhu Sichen Zhu Felix X.-F. Ye Molei Tao DiffM 21 0 0 09 Jun 2025
Jarzynski Reweighting and Sampling Dynamics for Training Energy-Based Models: Theoretical Analysis of Different Transition Kernels Davide Carbone DiffM 22 0 0 09 Jun 2025
FunDiff: Diffusion Models over Function Spaces for Physics-Informed Generative Modeling Sifan Wang Zehao Dou Tong-Rui Liu Lu Lu DiffM 35 0 0 09 Jun 2025
Generative Modeling of Weights: Generalization or Memorization? Boya Zeng Yida Yin Zhiqiu Xu Zhuang Liu DiffM 28 0 0 09 Jun 2025
Towards Physics-informed Diffusion for Anomaly Detection in Trajectories Arun Sharma Mingzhou Yang Majid Farhadloo Subhankar Ghosh B. Jayaprakash Shashi Shekhar 25 0 0 08 Jun 2025
HOI-PAGE: Zero-Shot Human-Object Interaction Generation with Part Affordance Guidance Lei Li Angela Dai 28 0 0 08 Jun 2025
Inverse Design of Metamaterials with Manufacturing-Guiding Spectrum-to-Structure Conditional Diffusion Model Jiawen Li Jiang Guo Yuanzhe Li Zetian Mao Jiaxing Shen ... Jinming He Run Hu Yaerim Lee Koji Tsuda Junichiro Shiomi DiffM 27 0 0 08 Jun 2025
Curvature Enhanced Data Augmentation for Regression Ilya Kaufman Sirot Omri Azencot 28 0 0 07 Jun 2025
Continuous Semi-Implicit Models L. Yu Jiajun Zha Tong Yang Tianyu Xie Xiangyu Zhang S.-H. Gary Chan Cheng Zhang DiffM 15 0 0 07 Jun 2025
Synthetic Tabular Data: Methods, Attacks and Defenses Graham Cormode Samuel Maddock Enayat Ullah Shripad Gade 55 0 0 06 Jun 2025
AssetDropper: Asset Extraction via Diffusion Models with Reward-Driven Optimization Lanjiong Li Guanhua Zhao Lingting Zhu Zeyu Cai Lequan Yu Jian Zhang Zeyu Wang 26 0 0 06 Jun 2025
Sparse Autoencoders, Again? Yin Lu X. Zhu Tong He David Wipf 99 0 0 05 Jun 2025
Learning normalized image densities via dual score matching Florentin Guth Zahra Kadkhodaie Eero P. Simoncelli DiffM 106 0 0 05 Jun 2025
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training Jianyi Wang Shanchuan Lin Zhijie Lin Yuxi Ren Meng Wei ... Yang Zhao Ceyuan Yang Xuefeng Xiao Chen Change Loy Lu Jiang DiffM VGen 168 1 0 05 Jun 2025
When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration Quan Shi Carlos E. Jimenez Shunyu Yao Nick Haber Diyi Yang Karthik Narasimhan 47 0 0 05 Jun 2025
Video World Models with Long-term Spatial Memory Tong Wu Shuai Yang Ryan Po Yinghao Xu Ziwei Liu Dahua Lin Gordon Wetzstein VGen KELM VLM 136 0 0 05 Jun 2025
Progressive Tempering Sampler with Diffusion Severi Rissanen RuiKang OuYang Jiajun He Wenlin Chen Markus Heinonen Arno Solin José Miguel Hernández-Lobato DiffM 122 1 0 05 Jun 2025
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach Haoxuan Chen Yinuo Ren Martin Renqiang Min Lexing Ying Zachary Izzo DiffM MedIm 88 2 0 04 Jun 2025
Learning Monotonic Probabilities with a Generative Cost Model Yongxiang Tang Yanhua Cheng Xiaocheng Liu Chenchen Jiao Yanxiang Zeng Ning Luo Pengjia Yuan Xialong Liu Peng Jiang 63 0 0 04 Jun 2025
RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors Hicham Eddoubi Jonas Ricker Federico Cocchi Lorenzo Baraldi Angelo Sotgiu ... Marcella Cornia Lorenzo Baraldi Asja Fischer Rita Cucchiara Battista Biggio AAML 153 0 0 04 Jun 2025
Personalized MR-Informed Diffusion Models for 3D PET Image Reconstruction George Webber A. Hammers A. King Andrew J. Reader MedIm 61 0 0 04 Jun 2025
Beyond Invisibility: Learning Robust Visible Watermarks for Stronger Copyright Protection Tianci Liu Tong Yang Quan Zhang Qi Lei WIGM AAML 55 0 0 03 Jun 2025
ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions Di Chang Mingdeng Cao Yichun Shi Bo Liu Shengqu Cai Shijie Zhou Weilin Huang Gordon Wetzstein M. Soleymani Peng Wang DiffM VGen 49 0 0 03 Jun 2025
Interaction Field Matching: Overcoming Limitations of Electrostatic Models Stepan I. Manukhov Alexander Kolesov Vladimir V. Palyulin Alexander Korotin 49 0 0 03 Jun 2025
Astrophotography turbulence mitigation via generative models Joonyeoup Kim Yu Yuan Xingguang Zhang Xijun Wang Stanley H. Chan 66 0 0 03 Jun 2025
DFBench: Benchmarking Deepfake Image Detection Capability of Large Multimodal Models Jiarui Wang Huiyu Duan Juntong Wang Ziheng Jia Woo Yi Yang ... Yu Zhao Jiaying Qian Yuke Xing Guangtao Zhai Xiongkuo Min 77 0 0 03 Jun 2025
Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Austin Silveria Soham V. Govande Daniel Y. Fu 26 0 0 03 Jun 2025
Adaptive Destruction Processes for Diffusion Samplers Timofei Gritsaev Nikita Morozov Kirill Tamogashev D. Tiapkin S. Samsonov A. Naumov Dmitry Vetrov Nikolay Malkin 62 0 0 02 Jun 2025
Psi-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models Taehoon Yoon Yunhong Min Kyeongmin Yeo Minhyuk Sung 82 0 0 02 Jun 2025
Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models Yuchen Liang Renxiang Huang Lifeng Lai Ness B. Shroff Yingbin Liang 37 0 0 02 Jun 2025
Latent Stochastic Interpolants Saurabh Singh Dmitry Lagun DiffM BDL 30 0 0 02 Jun 2025
Dual-Process Image Generation Grace Luo Jonathan Granskog Aleksander Holynski Trevor Darrell VLM 78 0 0 02 Jun 2025
Esoteric Language Models Subham Sekhar Sahoo Zhihan Yang Yash Akhauri Johnna Liu Deepansha Singh Zhoujun Cheng Zhengzhong Liu Eric P. Xing John Thickstun Arash Vahdat 70 0 0 02 Jun 2025
Minimal Impact ControlNet: Advancing Multi-ControlNet Integration Shikun Sun Min Zhou Zixuan Wang Xubin Li T. Ge Zijie Ye Xiaoyu Qin Junliang Xing Bo Zheng J. Jia 64 0 0 02 Jun 2025
A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments Yuchen Ma Jonas Schweisthal Hengrui Zhang Stefan Feuerriegel OOD CML 63 0 0 02 Jun 2025
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning Yijun Yang Zhao-Yang Wang Qiuping Liu Shuwen Sun Kang Wang ... Zongwei Zhou Alan Yuille Lei Zhu Yu Zhang Jieneng Chen 33 0 0 02 Jun 2025
Elucidating the representation of images within an unconditional diffusion model denoiser Zahra Kadkhodaie Stéphane Mallat Eero P. Simoncelli DiffM 76 0 0 02 Jun 2025