Deep Unsupervised Learning using Nonequilibrium Thermodynamics

12 March 2015

Jascha Narain Sohl-Dickstein

Papers citing "Deep Unsupervised Learning using Nonequilibrium Thermodynamics"

50 / 1,159 papers shown

Title
Reangle-A-Video: 4D Video Generation as Video-to-Video Translation Hyeonho Jeong Suhyeon Lee Jong Chul Ye VGen 143 0 0 12 Mar 2025
Rethinking Diffusion Model in High Dimension Zhenxin Zheng Zhenjie Zheng DiffM 41 0 0 11 Mar 2025
Language-Depth Navigated Thermal and Visible Image Fusion Jinchang Zhang Zijun Li Guoyu Lu MDE 61 1 0 11 Mar 2025
TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement Miao Zhang Jun Yin Pengyu Zeng Yiqing Shen Shuai Lu Xueqian Wang DiffM 63 7 0 11 Mar 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories Huiyang Shao Xin Xia Y. Yang Yuxi Ren Xing Wang Xuefeng Xiao 56 1 0 10 Mar 2025
Effective and Efficient Masked Image Generation Models Zebin You Jingyang Ou Xiaolu Zhang Jun Hu Jun Zhou Chongxuan Li DiffM VLM 56 1 0 10 Mar 2025
Post-Training Quantization for Diffusion Transformer via Hierarchical Timestep Grouping Ning Ding Jing Han Yuchuan Tian Chao Xu Kai Han Yehui Tang MQ 42 0 0 10 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 89 0 0 09 Mar 2025
Generative Trajectory Stitching through Diffusion Composition Yunhao Luo Utkarsh Aashu Mishra Yilun Du Danfei Xu 123 1 0 07 Mar 2025
Beyond Existance: Fulfill 3D Reconstructed Scenes with Pseudo Details Yifei Gao Jun Huang Lei Wang Ruiting Dai Jun Cheng 3DGS 61 0 0 06 Mar 2025
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials Chaitanya K. Joshi Xiang Fu Yi-Lun Liao Vahe Gharakhanyan Benjamin Kurt Miller Anuroop Sriram Zachary W. Ulissi DiffM 53 4 0 05 Mar 2025
SpinML: Customized Synthetic Data Generation for Private Training of Specialized ML Models Jiang Zhang Rohan Sequeira Konstantinos Psounis SyDa 73 0 0 05 Mar 2025
Multi-agent Auto-Bidding with Latent Graph Diffusion Models Dom Huh P. Mohapatra DiffM AI4CE 41 0 0 04 Mar 2025
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling Jonathan Fhima Jan Van Eijgen Lennert Beeckmans Thomas Jacobs Moti Freiman Luis Filipe Nakayama Ingeborg Stalmans Chaim Baskin Joachim A. Behar MedIm 62 0 0 03 Mar 2025
MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting Mojtaba Safari Shansong Wang Zach Eidex Qiang Li Erik H. Middlebrooks D. Yu Xiaofeng Yang MedIm 81 1 0 03 Mar 2025
Denoising Functional Maps: Diffusion Models for Shape Correspondence Aleksei Zhuravlev Zorah Lähner Vladislav Golyanik DiffM 67 1 0 03 Mar 2025
A Simple and Effective Reinforcement Learning Method for Text-to-Image Diffusion Fine-tuning Shashank Gupta Chaitanya Ahuja Tsung-Yu Lin Sreya Dutta Roy Harrie Oosterhuis Maarten de Rijke Satya Narayan Shukla 46 1 0 02 Mar 2025
Unified Video Action Model Shuang Li Yihuai Gao Dorsa Sadigh Shuran Song VGen 48 1 0 28 Feb 2025
A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images Zineb Sordo Eric Chagnon Daniela Ushizima EGVM MedIm 61 1 0 28 Feb 2025
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute Sotiris Anagnostidis Gregor Bachmann Yeongmin Kim Jonas Kohler Markos Georgopoulos A. Sanakoyeu Yuming Du Albert Pumarola Ali K. Thabet Edgar Schönfeld 87 0 0 27 Feb 2025
BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance Xin Ye Burhaneddin Yaman Sheng Cheng Feng Tao Abhirup Mallik Liu Ren DiffM 63 1 0 27 Feb 2025
Steganography Beyond Space-Time with Chain of Multimodal AI Ching-Chun Chang Isao Echizen 69 0 0 25 Feb 2025
ToMCAT: Theory-of-Mind for Cooperative Agents in Teams via Multiagent Diffusion Policies Pedro Sequeira Vidyasagar Sadhu Melinda Gervasio DiffM 84 0 0 25 Feb 2025
Bayesian Computation in Deep Learning Wenlong Chen Bolian Li Ruqi Zhang Yingzhen Li BDL 75 0 0 25 Feb 2025
LaRE $^2$ : Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection Yunpeng Luo Junlong Du Ke Yan Shouhong Ding DiffM 137 20 0 24 Feb 2025
A Fokker-Planck-Based Loss Function that Bridges Dynamics with Density Estimation Zhixin Lu Łukasz Kuśmierz Stefan Mihalas 63 0 0 24 Feb 2025
GCC: Generative Color Constancy via Diffusing a Color Checker Chen-Wei Chang Cheng-De Fan Chia-Che Chang Yi-Chen Lo Yu-Chee Tseng Jiun-Long Huang Yu-Lun Liu 43 0 0 24 Feb 2025
HumanGif: Single-View Human Diffusion with Generative Prior Shoukang Hu Takuya Narihira Kazumi Fukuda Ryosuke Sawata Takashi Shibuya Yuki Mitsufuji 90 1 0 24 Feb 2025
MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection Farzad Beizaee Gregory A. Lodygensky Christian Desrosiers Jose Dolz DiffM MedIm 37 0 0 24 Feb 2025
PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify Zhengqing Wang Jiacheng Chen Yasutaka Furukawa 64 5 0 24 Feb 2025
Towards Hierarchical Rectified Flow Yichi Zhang Yici Yan A. Schwing Zhizhen Zhao 41 1 0 24 Feb 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong DiffM 38 2 0 22 Feb 2025
Conditional diffusion model with spatial attention and latent embedding for medical image segmentation Behzad Hejrati Soumyanil Banerjee C. Glide-Hurst Ming Dong DiffM MedIm 112 0 0 21 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min-Bin Lin Ye Wang DiffM TDI 166 43 0 21 Feb 2025
Robust Concept Erasure Using Task Vectors Minh Pham Kelly O. Marshall Chinmay Hegde Niv Cohen 115 17 0 21 Feb 2025
Accelerating Diffusion Transformers with Token-wise Feature Caching Chang Zou Xuyang Liu Ting Liu Siteng Huang Linfeng Zhang 54 13 0 20 Feb 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise Yunlong Yuan Yuanfan Guo Chunwei Wang Wei Zhang Hang Xu L. Zhang DiffM VGen 108 1 0 20 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 85 3 0 20 Feb 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 87 2 0 20 Feb 2025
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior Ching Hua Lee Chouchang Yang Jaejin Cho Yashas Malur Saidutta R. S. Srinivasa Yilin Shen Hongxia Jin DiffM 83 0 0 19 Feb 2025
Spherical Dense Text-to-Image Synthesis Timon Winter Stanislav Frolov Brian B. Moser Andreas Dengel MDE DiffM 81 0 0 18 Feb 2025
CoDiff: Conditional Diffusion Model for Collaborative 3D Object Detection zhe Huang Shuo Wang Y. Wang Lei Wang DiffM 144 0 0 17 Feb 2025
Maximum Entropy Reinforcement Learning with Diffusion Policy Xiaoyi Dong Jian Cheng X. Zhang 41 0 0 17 Feb 2025
SayAnything: Audio-Driven Lip Synchronization with Conditional Video Diffusion Junxian Ma Shiwen Wang Jian Yang Junyi Hu Jian Liang Guosheng Lin Jingbo Chen Kai Li Yu Meng DiffM VGen 61 3 0 17 Feb 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation Taeyoung Yun Dinghuai Zhang Jinkyoo Park Ling Pan DiffM 84 2 0 17 Feb 2025
Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening Ye Tian L. Yang Xinchen Zhang Yunhai Tong Mengdi Wang Bin Cui 65 1 0 17 Feb 2025
Single-Step Consistent Diffusion Samplers Pascal Jutras-Dubé Patrick Pynadath Ruqi Zhang DiffM 75 0 0 17 Feb 2025
Large Language Diffusion Models Shen Nie Fengqi Zhu Zebin You Xiaolu Zhang Jingyang Ou Jun Hu Jun Zhou Yankai Lin Ji-Rong Wen Chongxuan Li 102 14 0 14 Feb 2025
Theoretical Benefit and Limitation of Diffusion Language Model Guhao Feng Yihan Geng Jian-Yu Guan Wei Yu Wu Liwei Wang Di He DiffM 50 0 0 13 Feb 2025
Rolling Ahead Diffusion for Traffic Scene Simulation Yunpeng Liu Matthew Niedoba William Harvey Adam Scibior Berend Zwartsenberg Frank D. Wood 64 0 0 13 Feb 2025