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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
PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement Chengyou Jia Minnan Luo Zhuohang Dang Guangwen Dai Xiao Chang Jiangming Wang DiffM 134 1 0 31 Dec 2024
ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation Ting Zhang Zhiqiang Yuan Yeshuang Zhu Jinchao Zhang DiffM 168 0 0 31 Dec 2024
AKiRa: Augmentation Kit on Rays for optical video generation Xi Wang Robin Courant Marc Christie Vicky Kalogeiton VGen 209 4 0 31 Dec 2024
Learning Optimal Control and Dynamical Structure of Global Trajectory Search Problems with Diffusion Models Jannik Graebner Anjian Li Amlan Sinha Ryne T. Beeson 56 1 0 31 Dec 2024
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model Wen-Dao Dai Ling-Hao Chen Jingbo Wang Jinpeng Liu Bo Dai Yansong Tang 169 65 0 31 Dec 2024
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Tornike Karchkhadze M. Izadi Shlomo Dubnov DiffM 88 5 0 31 Dec 2024
Quantum Diffusion Model for Quark and Gluon Jet Generation Mariia Baidachna Rey Guadarrama Gopal Ramesh Dahale Tom Magorsch Isabel Pedraza Konstantin T. Matchev Katia Matcheva Kyoungchul Kong S. Gleyzer DiffM 180 0 0 31 Dec 2024
Enhancing Audiovisual Speech Recognition through Bifocal Preference Optimization Yihan Wu Yichen Lu Yifan Peng Xihua Wang Ruihua Song Shinji Watanabe 110 0 0 26 Dec 2024
AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Situo Zhang Hankun Wang Da Ma Zichen Zhu Lu Chen Kunyao Lan Kai Yu 107 6 0 25 Dec 2024
Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Sen Peng Jijia Yang Mingyue Wang Jianfei He Xiaohua Jia DiffM 81 1 0 25 Dec 2024
Resolution-Robust 3D MRI Reconstruction with 2D Diffusion Priors: Diverse-Resolution Training Outperforms Interpolation Anselm Krainovic Stefan Ruschke Reinhard Heckel MedIm 74 0 0 24 Dec 2024
Benchmarking Generative AI Models for Deep Learning Test Input Generation Maryam Matteo Biagiola Andrea Stocco Vincenzo Riccio VLM 80 3 0 23 Dec 2024
DreamOmni: Unified Image Generation and Editing Bin Xia Yuechen Zhang Jingyao Li Chengyao Wang Yitong Wang Xinglong Wu Bei Yu Jiaya Jia SyDa MLLM 135 5 0 22 Dec 2024
A Conditional Diffusion Model for Electrical Impedance Tomography Image Reconstruction Shuaikai Shi Ruiyuan Kang P. Liatsis MedIm DiffM 123 1 0 22 Dec 2024
HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories Eric Hedlin Munawar Hayat Fatih Porikli Kwang Moo Yi Shweta Mahajan 3DH 171 0 0 22 Dec 2024
From Creation to Curriculum: Examining the role of generative AI in Arts Universities Atticus Sims 167 1 0 21 Dec 2024
Personalized Representation from Personalized Generation Shobhita Sundaram Julia Chae Yonglong Tian Sara Beery Phillip Isola 121 1 0 20 Dec 2024
Diffusion-Based Conditional Image Editing through Optimized Inference with Guidance Hyunsoo Lee Minsoo Kang Bohyung Han 110 1 0 20 Dec 2024
Diffusion priors for Bayesian 3D reconstruction from incomplete measurements Julian L. Möbius Michael Habeck DiffM 117 0 0 19 Dec 2024
E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling Zhihang Yuan Yuzhang Shang Hao Zhang Tongcheng Fang Rui Xie Bingxin Xu Yan Yan Shengen Yan Guohao Dai Yu Wang DiffM 166 1 0 18 Dec 2024
VideoDPO: Omni-Preference Alignment for Video Diffusion Generation Runtao Liu Haoyu Wu Zheng Ziqiang Chen Wei Yingqing He Renjie Pi Qifeng Chen VGen 157 22 0 18 Dec 2024
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning Xinyang Liu Pengchao Han Xuan Li Bo Liu 90 1 0 18 Dec 2024
Real-time One-Step Diffusion-based Expressive Portrait Videos Generation Hanzhong Guo Hongwei Yi Daquan Zhou Alexander William Bergman Michael Lingelbach Yizhou Yu DiffM 122 1 0 18 Dec 2024
FlexPose: Pose Distribution Adaptation with Limited Guidance Zixiao Wang Junwu Weng Mengyuan Liu Bei Yu 3DH 114 0 0 18 Dec 2024
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 262 2 0 18 Dec 2024
MMO-IG: Multi-Class and Multi-Scale Object Image Generation for Remote Sensing Chuang Yang Bingxuan Zhao Qing Zhou Qi Wang 183 3 0 18 Dec 2024
C2F-TP: A Coarse-to-Fine Denoising Framework for Uncertainty-Aware Trajectory Prediction Zichen Wang Hao Miao Senzhang Wang Renzhi Wang Jianxin Wang Jian Zhang 127 0 0 17 Dec 2024
Explicit and Implicit Graduated Optimization in Deep Neural Networks Naoki Sato Hideaki Iiduka 81 0 0 16 Dec 2024
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration Wenhao Sun Rong-Cheng Tu Jingyi Liao Zhao Jin Dacheng Tao VGen 256 1 0 16 Dec 2024
Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces Nianze Tao OOD OODD BDL 253 0 0 16 Dec 2024
OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation Bohan Li Xin Jin Jiadong Wang Yukai Shi Yasheng Sun ... Zhuang Ma Baao Xie Chao Ma Xiaokang Yang Wenjun Zeng DiffM 430 1 0 15 Dec 2024
Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing Jiancheng Huang Yi Huang Jianzhuang Liu Donghao Zhou Yang Liu Shifeng Chen DiffM 156 2 0 15 Dec 2024
EquiFlow: Equivariant Conditional Flow Matching with Optimal Transport for 3D Molecular Conformation Prediction Qingwen Tian Yuxin Xu Yixuan Yang Zhen Wang Ziqi Liu Pengju Yan Xiaolin Li 116 1 0 15 Dec 2024
Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Xiaochen Zhu Georgi Karadzhov Chenxi Whitehouse Andreas Vlachos DiffM 179 1 0 15 Dec 2024
Progressive Compression with Universally Quantized Diffusion Models Yibo Yang Justus C. Will Stephan Mandt DiffM 139 2 0 14 Dec 2024
Optimizing Few-Step Sampler for Diffusion Probabilistic Model Jen-Yuan Huang DiffM 134 0 0 14 Dec 2024
StyleDiT: A Unified Framework for Diverse Child and Partner Faces Synthesis with Style Latent Diffusion Transformer Pin-Yen Chiu Dai-Jie Wu Po-Hsun Chu Chia-Hsuan Hsu Hsiang-Chen Chiu Chih-Yu Wang Jun-Cheng Chen DiffM 140 1 0 14 Dec 2024
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer Hong Chen Zihan Wang Xianrui Li Xingwu Sun Fangyi Chen Jiang Liu Jiadong Wang Bhiksha Raj Zicheng Liu Emad Barsoum VLM 288 10 0 14 Dec 2024
A Decade of Deep Learning: A Survey on The Magnificent Seven Dilshod Azizov Muhammad Arslan Manzoor Velibor Bojkovic Yingxu Wang Ziyi Wang ... Liang Li Siwei Liu Yu Zhong Wei Liu Shangsong Liang OOD AI4TS MedIm 175 0 0 13 Dec 2024
Coherent 3D Scene Diffusion From a Single RGB Image Manuel Dahnert Angela Dai Norman Muller Matthias Nießner 127 0 0 13 Dec 2024
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity Hongjie Wang Chih-Yao Ma Yen-Cheng Liu Ji Hou Tao Xu ... Peizhao Zhang Tingbo Hou Peter Vajda N. Jha Xiaoliang Dai LMTD VGen VLM DiffM 200 11 0 13 Dec 2024
OFTSR: One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs Yuanzhi Zhu R. Wang Shilin Lu Junnan Li Hanshu Yan Peng Sun SupR 188 5 0 12 Dec 2024
Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Tornike Karchkhadze Keren Shao Shlomo Dubnov 104 0 0 12 Dec 2024
Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations Nikil Roashan Selvam Amil Merchant Stefano Ermon DiffM 174 4 0 11 Dec 2024
SVGFusion: Scalable Text-to-SVG Generation via Vector Space Diffusion Ximing Xing Juncheng Hu Jing Zhang Dong Xu Qian Yu 218 4 0 11 Dec 2024
Non-Normal Diffusion Models Henry Li VLM DiffM 151 1 0 10 Dec 2024
Score-Optimal Diffusion Schedules Christopher Williams Andrew Campbell Arnaud Doucet Saifuddin Syed DiffM 161 3 0 10 Dec 2024
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models Tianwei Yin Qiang Zhang Richard Zhang William T. Freeman F. Durand Eli Shechtman Xun Huang VGen DiffM 188 11 0 10 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models Tornike Karchkhadze M. Izadi Shuo Zhang DiffM 147 1 0 09 Dec 2024
[MASK] is All You Need Vincent Tao Hu Bjorn Ommer DiffM 214 5 0 09 Dec 2024