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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
Text-guided Diffusion Model for 3D Molecule Generation Yanchen Luo Sihang Li Changhao Nai Zhiyuan Liu Jiancan Wu An Zhang Wenjie Du Xiang Wang 87 7 0 04 Oct 2024
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework Yinuo Ren Haoxuan Chen Grant M. Rotskoff Lexing Ying 113 9 0 04 Oct 2024
MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty Leo Bringer Joey Wilson Kira Barton Maani Ghaffari DiffM 60 0 0 04 Oct 2024
SteerDiff: Steering towards Safe Text-to-Image Diffusion Models Hongxiang Zhang Yifeng He Hao Chen 84 5 0 03 Oct 2024
GUD: Generation with Unified Diffusion Mathis Gerdes Max Welling Miranda C. N. Cheng DiffM 61 2 0 03 Oct 2024
Diffusion Models are Evolutionary Algorithms Yanbo Zhang Benedikt Hartl Hananel Hazan Michael Levin 71 9 0 03 Oct 2024
Towards a Theoretical Understanding of Memorization in Diffusion Models Yunhao Chen Xingjun Ma Difan Zou Yu-Gang Jiang DiffM 116 5 0 03 Oct 2024
Stochastic Sampling from Deterministic Flow Models Saurabh Singh Ian S. Fischer 64 4 0 03 Oct 2024
CaLMFlow: Volterra Flow Matching using Causal Language Models Shiyang Zhang Daniel Levine Ivan Vrkic Marco Francesco Bressana David Zhang S. Rizvi Yangtian Zhang E. Zappala David van Dijk 49 1 0 03 Oct 2024
Convergence of Score-Based Discrete Diffusion Models: A Discrete-Time Analysis Zikun Zhang Zixiang Chen Quanquan Gu DiffM 163 5 0 03 Oct 2024
Simplicity bias and optimization threshold in two-layer ReLU networks Etienne Boursier Nicolas Flammarion 95 4 0 03 Oct 2024
ControlAR: Controllable Image Generation with Autoregressive Models Zongming Li Tianheng Cheng Shoufa Chen Peize Sun Haocheng Shen Longjin Ran Xiaoxin Chen Wenyu Liu Xinggang Wang DiffM 253 19 0 03 Oct 2024
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models Seyedmorteza Sadat Otmar Hilliges Romann M. Weber DiffM 64 13 0 03 Oct 2024
Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models Xiaoyu Wu Jiaru Zhang Steven Wu 126 2 0 03 Oct 2024
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting Marcel Kollovieh Marten Lienen David Lüdke Leo Schwinn Stephan Günnemann AI4TS BDL DiffM 152 8 0 03 Oct 2024
Decoupling Layout from Glyph in Online Chinese Handwriting Generation Min-Si Ren Yan-Ming Zhang Yi Chen 101 0 0 03 Oct 2024
SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups Yongxing Zhang Donglin Yang Renjie Liao DiffM 436 1 0 03 Oct 2024
A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security Qianru Zhang Peng Yang Junliang Yu Haixin Wang Xingwei He Siu-Ming Yiu Hongzhi Yin 145 3 0 03 Oct 2024
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching Ségolène Martin Anne Gagneux Paul Hagemann Gabriele Steidl 101 17 0 03 Oct 2024
A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models Shivam Kumar Yun Yang Lizhen Lin 75 0 0 02 Oct 2024
Bellman Diffusion: Generative Modeling as Learning a Linear Operator in the Distribution Space Yangming Li Chieh-Hsin Lai Carola-Bibiane Schönlieb Yuki Mitsufuji Stefano Ermon DiffM 74 0 0 02 Oct 2024
ImageFolder: Autoregressive Image Generation with Folded Tokens Xiang Li Kai Qiu Hao Chen Jason Kuen Jiuxiang Gu Bhiksha Raj Zhe Lin VLM 108 30 0 02 Oct 2024
COMUNI: Decomposing Common and Unique Video Signals for Diffusion-based Video Generation Mingzhen Sun Weining Wang Xinxin Zhu Jing Liu VGen DiffM 65 0 0 02 Oct 2024
Harnessing the Latent Diffusion Model for Training-Free Image Style Transfer Kento Masui Mayu Otani Masahiro Nomura Hideki Nakayama DiffM 53 1 0 02 Oct 2024
Discrete Copula Diffusion Hoang Trung-Dung Oliver Broadrick Mathias Niepert Guy Van den Broeck DiffM 209 15 0 02 Oct 2024
Text2PDE: Latent Diffusion Models for Accessible Physics Simulation Anthony Zhou Zijie Li Michael Schneier John R Buchanan Jr Amir Barati Farimani AI4CE DiffM 178 8 0 02 Oct 2024
Improving Fine-Grained Control via Aggregation of Multiple Diffusion Models Conghan Yue Zhengwei Peng Shiyan Du Zhi Ji Chuangjian Cai Le Wan Dongyu Zhang 83 0 0 02 Oct 2024
Edge-preserving noise for diffusion models Jente Vandersanden Sascha Holl Xingchang Huang Gurprit Singh DiffM 123 2 0 02 Oct 2024
AVID: Adapting Video Diffusion Models to World Models Marc Rigter Tarun Gupta Agrin Hilmkil Chao Ma VGen 75 8 0 01 Oct 2024
STanH : Parametric Quantization for Variable Rate Learned Image Compression Alberto Presta Enzo Tartaglione Attilio Fiandrotti Marco Grangetto MQ 112 1 0 01 Oct 2024
MCGM: Mask Conditional Text-to-Image Generative Model Rami Skaik Leonardo Rossi Tomaso Fontanini Andrea Prati DiffM 40 0 0 01 Oct 2024
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models Moinak Bhattacharya Gagandeep Singh Shubham Jain Prateek Prasanna MedIm DiffM 114 2 0 01 Oct 2024
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport Zhenyi Zhang Tiejun Li Peijie Zhou OT 277 12 0 01 Oct 2024
Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models Saurav Jha Shiqi Yang Masato Ishii Mengjie Zhao Christian Simon Muhammad Jehanzeb Mirza Dong Gong Lina Yao Shusuke Takahashi Yuki Mitsufuji DiffM 164 3 0 01 Oct 2024
Graph Residual Noise Learner Network for Brain Connectivity Graph Prediction Oytun Demirbilek Tingying Peng Alaa Bessadok DiffM 45 0 0 30 Sep 2024
AI Foundation Model for Heliophysics: Applications, Design, and Implementation Sujit Roy Talwinder Singh Marcus Freitag J. Schmude Rohit Lal ... Berkay Aydin Nikolai Pogorelov Juan Bernabé-Moreno M. Maskey Rahul Ramachandran MedIm AI4CE 94 0 0 30 Sep 2024
PerCo (SD): Open Perceptual Compression Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller 71 5 0 30 Sep 2024
Task-agnostic Pre-training and Task-guided Fine-tuning for Versatile Diffusion Planner Chenyou Fan Chenjia Bai Zhao Shan Haoran He Yang Zhang Zhen Wang 106 3 0 30 Sep 2024
MCDDPM: Multichannel Conditional Denoising Diffusion Model for Unsupervised Anomaly Detection in Brain MRI Vivek Kumar Trivedi Bheeshm Sharma P. Balamurugan DiffM MedIm 65 0 0 29 Sep 2024
DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model Ruiqing Mao Haotian Wu Yukuan Jia Zhaojun Nan Yuxuan Sun Sheng Zhou Deniz Gündüz Zhisheng Niu 66 0 0 29 Sep 2024
IWN: Image Watermarking Based on Idempotency Kaixin Deng WIGM 30 1 0 29 Sep 2024
Learning Wheelchair Tennis Navigation from Broadcast Videos with Domain Knowledge Transfer and Diffusion Motion Planning Zixuan Wu Z. Zaidi Adithya Patil Qingyu Xiao Matthew C. Gombolay 141 1 0 29 Sep 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun-Yen Chen Siwei Lyu Can Wang VLM 116 10 0 28 Sep 2024
PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation Shaowei Liu Zhongzheng Ren Saurabh Gupta Shenlong Wang VGen DiffM PINN 105 51 0 27 Sep 2024
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors Yunlong Lin Zhenqi Fu Kairun Wen Tian-Chun Ye Sixiang Chen Ge Meng Yingying Wang Yue Huang Xiaotong Tu Xinghao Ding DiffM 75 5 0 27 Sep 2024
Underwater Image Enhancement with Physical-based Denoising Diffusion Implicit Models Nguyen Gia Bach Chanh Minh Tran Eiji Kamioka Phan Xuan Tan 64 0 0 27 Sep 2024
Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks Richard Osuala Smriti Joshi Apostolia Tsirikoglou Lidia Garrucho Walter H. L. Pinaya Daniel M. Lang Julia A. Schnabel Oliver Díaz Karim Lekadir MedIm 138 0 0 27 Sep 2024
Harnessing and modulating chaos to sample from neural generative models Rishidev Chaudhuri Vivek Handebagh 69 0 0 26 Sep 2024
Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey Yi Zhang Zhen Chen Chih-Hong Cheng Wenjie Ruan Xiaowei Huang Dezong Zhao David Flynn Siddartha Khastgir Xingyu Zhao MedIm 99 4 0 26 Sep 2024
FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner Wenliang Zhao Minglei Shi Xumin Yu Jie Zhou Jiwen Lu 53 2 0 26 Sep 2024