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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 Image Generation for Low-Resource Languages with Dual Translation Learning Chihiro Noguchi Shun Fukuda Shoichiro Mihara Masao Yamanaka DiffM 57 0 0 26 Sep 2024
AnyLogo: Symbiotic Subject-Driven Diffusion System with Gemini Status Jinghao Zhang Wen Qian Hao Luo Fan Wang Feng Zhao DiffM 71 0 0 26 Sep 2024
Dark Miner: Defend against unsafe generation for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yue Jiang Jing Dong Wei Wang Tieniu Tan DiffM 76 2 0 26 Sep 2024
StackGen: Generating Stable Structures from Silhouettes via Diffusion Luzhe Sun Takuma Yoneda Samuel Wheeler Tianchong Jiang Matthew R. Walter DiffM 180 1 0 26 Sep 2024
Schrödinger bridge based deep conditional generative learning Hanwen Huang DiffM 55 1 0 25 Sep 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors Aiping Zhang Zongsheng Yue Renjing Pei Wenqi Ren Xiaochun Cao 66 11 0 25 Sep 2024
ControlCity: A Multimodal Diffusion Model Based Approach for Accurate Geospatial Data Generation and Urban Morphology Analysis Fangshuo Zhou Huaxia Li Rui Hu Sensen Wu Hailin Feng Zhenhong Du Liuchang Xu DiffM 68 2 0 25 Sep 2024
Dynamic Obstacle Avoidance through Uncertainty-Based Adaptive Planning with Diffusion Vineet Punyamoorty Pascal Jutras-Dubé Ruqi Zhang Vaneet Aggarwal Damon Conover Aniket Bera 127 0 0 25 Sep 2024
Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model Shoma Iwai Atsuki Osanai Shunsuke Kitada S. Omachi 3DV 53 2 0 25 Sep 2024
Prompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models Deepak Sridhar Nuno Vasconcelos DiffM 69 2 0 25 Sep 2024
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification Xinrui Zhou Yuhao Huang Haoran Dou Shijing Chen Ao Chang ... Jie Jessie Ren Ruobing Huang Jun Cheng Wufeng Xue Dong Ni MedIm 389 0 0 25 Sep 2024
Generative AI-driven forecasting of oil production Yash Gandhi Kexin Zheng Birendra Jha K. Nomura A. Nakano P. Vashishta R. Kalia 113 0 0 24 Sep 2024
MonoFormer: One Transformer for Both Diffusion and Autoregression Chuyang Zhao Yuxing Song Wenhao Wang Haocheng Feng Errui Ding Yifan Sun Xinyan Xiao Jingdong Wang DiffM 79 22 0 24 Sep 2024
Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification Leire Benito-Del-Valle Aitor Alvarez-Gila Itziar Eguskiza C. L. Saratxaga DiffM MedIm 75 0 0 24 Sep 2024
TFG: Unified Training-Free Guidance for Diffusion Models Haotian Ye Haowei Lin Jiaqi Han Minkai Xu Sheng Liu Yitao Liang Jianzhu Ma James Zou Stefano Ermon 72 28 0 24 Sep 2024
VoiceGuider: Enhancing Out-of-Domain Performance in Parameter-Efficient Speaker-Adaptive Text-to-Speech via Autoguidance Jiheum Yeom Heeseung Kim Jooyoung Choi Che Hyun Lee Nohil Park Sungroh Yoon 60 1 0 24 Sep 2024
Hypothesis Clustering and Merging: Novel MultiTalker Speech Recognition with Speaker Tokens Yosuke Kashiwagi Hayato Futami E. Tsunoo Siddhant Arora Shinji Watanabe 113 1 0 24 Sep 2024
Full-Order Sampling-Based MPC for Torque-Level Locomotion Control via Diffusion-Style Annealing Haoru Xue Chaoyi Pan Zeji Yi Guannan Qu Guanya Shi 97 17 0 23 Sep 2024
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection Alireza Ganjdanesh Yan Kang Yuchen Liu Richard Y. Zhang Zhe Lin Heng Huang DiffM 107 5 0 23 Sep 2024
Neural Differential Appearance Equations Chen Liu Tobias Ritschel 93 0 0 23 Sep 2024
Bayesian computation with generative diffusion models by Multilevel Monte Carlo Abdul-Lateef Haji-Ali Marcelo Pereyra Luke Shaw K. Zygalakis DiffM 96 0 0 23 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 194 14 0 23 Sep 2024
A Large Language Model and Denoising Diffusion Framework for Targeted Design of Microstructures with Commands in Natural Language Nikita Kartashov Nikolaos N. Vlassis DiffM AI4CE 68 1 0 22 Sep 2024
Pomo3D: 3D-Aware Portrait Accessorizing and More Tzu-Chieh Liu Chih-Ting Liu Shao-Yi Chien 67 0 0 22 Sep 2024
GroupDiff: Diffusion-based Group Portrait Editing Yuming Jiang Nanxuan Zhao Qing Liu Krishna Kumar Singh Shuai Yang Chen Change Loy Ziwei Liu DiffM 72 1 0 22 Sep 2024
D3RoMa: Disparity Diffusion-based Depth Sensing for Material-Agnostic Robotic Manipulation Songlin Wei Haoran Geng Jiayi Chen Congyue Deng Wenbo Cui Chengyang Zhao Xiaomeng Fang Leonidas Guibas He Wang MDE 95 8 0 22 Sep 2024
Anisotropic Diffusion Probabilistic Model for Imbalanced Image Classification Jingyu Kong Yuan Guo Yu Wang Yuping Duan DiffM MedIm 85 0 0 22 Sep 2024
JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation Hadrien Reynaud Matthew Baugh Mischa Dombrowski Sarah Cechnicka Qingjie Meng Bernhard Kainz VLM 66 0 0 21 Sep 2024
Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis Sven Lüpke Yousef Yeganeh Ehsan Adeli Nassir Navab Azade Farshad MedIm DiffM 62 4 0 20 Sep 2024
Generative Aerodynamic Design with Diffusion Probabilistic Models Thomas Wagenaar Simone Mancini Andrés Mateo-Gabín DiffM AI4CE 61 0 0 20 Sep 2024
Invisible Servoing: a Visual Servoing Approach with Return-Conditioned Latent Diffusion Bishoy Gerges Barbara Bazzana Nicolò Botteghi Youssef Aboudorra Antonio Franchi DiffM 168 1 0 20 Sep 2024
What does guidance do? A fine-grained analysis in a simple setting Muthu Chidambaram Khashayar Gatmiry Sitan Chen Holden Lee Jianfeng Lu 61 14 0 19 Sep 2024
Generation and Editing of Mandrill Faces: Application to Sex Editing and Assessment Nicolas M. Dibot Julien P. Renoult William Puech CVBM EGVM 80 0 0 19 Sep 2024
Fundus image enhancement through direct diffusion bridges Sehui Kim Hyungjin Chung Se Hie Park Eui-Sang Chung Kayoung Yi Jong Chul Ye DiffM MedIm 76 0 0 19 Sep 2024
Machine-learning based high-bandwidth magnetic sensing Galya Haim Stefano Martina John Howell Nir Bar-Gill Filippo Caruso 46 0 0 19 Sep 2024
DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model Zhenhao Jiang Jicong Fan FaML 67 1 0 18 Sep 2024
InverseMeetInsert: Robust Real Image Editing via Geometric Accumulation Inversion in Guided Diffusion Models Yan Zheng Lemeng Wu DiffM MDE 38 0 0 18 Sep 2024
Recurrent Interpolants for Probabilistic Time Series Prediction Yu Chen Marin Biloš Sarthak Mittal Wei Deng Kashif Rasul Anderson Schneider BDL DiffM AI4TS 69 0 0 18 Sep 2024
Robust Symmetry Detection via Riemannian Langevin Dynamics Jihyeon Je Jiayi Liu Guandao Yang Boyang Deng Shengqu Cai Gordon Wetzstein Or Litany Leonidas Guibas 45 6 0 18 Sep 2024
DiffESM: Conditional Emulation of Temperature and Precipitation in Earth System Models with 3D Diffusion Models Seth Bassetti Brian Hutchinson Claudia Tebaldi Ben Kravitz 87 5 0 17 Sep 2024
SDP: Spiking Diffusion Policy for Robotic Manipulation with Learnable Channel-Wise Membrane Thresholds Zhixing Hou Maoxu Gao Hang Yu Mengyu Yang Chio-in Ieong 95 1 0 17 Sep 2024
MM2Latent: Text-to-facial image generation and editing in GANs with multimodal assistance Debin Meng Christos Tzelepis Ioannis Patras Georgios Tzimiropoulos DiffM 93 0 0 17 Sep 2024
CUNSB-RFIE: Context-aware Unpaired Neural Schr"{o}dinger Bridge in Retinal Fundus Image Enhancement Xuanzhao Dong Vamsi Krishna Vasa Wenhui Zhu Peijie Qiu Xiwen Chen Yi Su Yujian Xiong Zhangsihao Yang Yanxi Chen Yalin Wang MedIm 69 5 0 17 Sep 2024
DroneDiffusion: Robust Quadrotor Dynamics Learning with Diffusion Models Avirup Das Rishabh Dev Yadav Sihao Sun Mingfei Sun Samuel Kaski Wei Pan 81 2 0 17 Sep 2024
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models Tianqi Chen Shujian Zhang Mingyuan Zhou DiffM 193 5 0 17 Sep 2024
Online Diffusion-Based 3D Occupancy Prediction at the Frontier with Probabilistic Map Reconciliation Alec Reed Lorin Achey Brendan Crowe Bradley Hayes Christoffer Heckman 65 0 0 16 Sep 2024
Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection Federico Betti Lorenzo Baraldi Lorenzo Baraldi Rita Cucchiara N. Sebe DiffM 76 0 0 16 Sep 2024
Incorporating Classifier-Free Guidance in Diffusion Model-Based Recommendation Noah Buchanan Susan Gauch Quan Mai DiffM VLM 89 1 0 16 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 101 6 0 16 Sep 2024
RealDiff: Real-world 3D Shape Completion using Self-Supervised Diffusion Models Başak Melis Öcal Maxim Tatarchenko Sezer Karaoglu Theo Gevers DiffM 96 0 0 16 Sep 2024