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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
Diffusion-BBO: Diffusion-Based Inverse Modeling for Online Black-Box Optimization D. Wu Nikki Lijing Kuang Ruijia Niu Yi-An Ma Rose Yu 105 0 0 30 Jun 2024
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization Taeyoung Yun Sujin Yun Jaewoo Lee Jinkyoo Park OffRL 118 7 0 29 Jun 2024
Localizing Anomalies via Multiscale Score Matching Analysis Ahsan Mahmood Junier Oliva M. Styner 51 1 0 28 Jun 2024
DISCO: Efficient Diffusion Solver for Large-Scale Combinatorial Optimization Problems Kexiong Yu Hang Zhao Yuhang Huang Renjiao Yi Kai Xu Chenyang Zhu 111 1 0 28 Jun 2024
ScoreFusion: Fusing Score-based Generative Models via Kullback-Leibler Barycenters Hao Liu Junze Tony Ye Ye Jose H. Blanchet DiffM FedML 121 1 0 28 Jun 2024
What Matters in Detecting AI-Generated Videos like Sora? Chirui Chang Zhengzhe Liu Xiaoyang Lyu Xiaojuan Qi DiffM VGen 141 8 0 27 Jun 2024
Compositional Image Decomposition with Diffusion Models Jocelin Su Nan Liu Yanbo Wang Joshua B. Tenenbaum Yilun Du CoGe 97 10 0 27 Jun 2024
Latent Diffusion for Neural Spiking Data J. Kapoor Auguste Schulz Julius Vetter Felix Pei Richard Gao Jakob H. Macke DiffM 71 3 0 27 Jun 2024
AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models Aishwarya Agarwal Srikrishna Karanam Balaji Vasan Srinivasan 89 1 0 27 Jun 2024
MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data William Berman A. Peysakhovich 91 4 0 26 Jun 2024
MultiDiff: Consistent Novel View Synthesis from a Single Image Norman Muller Katja Schwarz Barbara Roessle Lorenzo Porzi Samuel Rota Buló Matthias Nießner Peter Kontschieder DiffM 156 27 0 26 Jun 2024
Towards diffusion models for large-scale sea-ice modelling Tobias S. Finn Charlotte Durand A. Farchi Marc Bocquet J. Brajard 124 2 0 26 Jun 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 121 25 0 26 Jun 2024
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model Zhuo Zheng Stefano Ermon Dongjun Kim Liangpei Zhang Yanfei Zhong DiffM 90 20 0 26 Jun 2024
Unified Auto-Encoding with Masked Diffusion Philippe Hansen-Estruch S. Vishwanath Amy Zhang Manan Tomar DiffM 95 1 0 25 Jun 2024
Diffusion-based Adversarial Purification for Intrusion Detection Mohamed Amine Merzouk Erwan Beurier Reda Yaich Nora Boulahia-Cuppens Frédéric Cuppens AAML 147 0 0 25 Jun 2024
GradCheck: Analyzing classifier guidance gradients for conditional diffusion sampling Philipp Vaeth Alexander M. Fruehwald Benjamin Paassen Magda Gregorova BDL 50 3 0 25 Jun 2024
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers Lei Chen Yuan Meng Chen Tang Xinzhu Ma Jingyan Jiang Xin Wang Zhi Wang Wenwu Zhu MQ 127 31 0 25 Jun 2024
Generative Modelling of Structurally Constrained Graphs Manuel Madeira Clément Vignac D. Thanou Pascal Frossard DiffM 101 3 0 25 Jun 2024
Disentangled Motion Modeling for Video Frame Interpolation Jaihyun Lew Jooyoung Choi Chaehun Shin Dahuin Jung Sungroh Yoon VGen DiffM 96 2 0 25 Jun 2024
Diffusion Spectral Representation for Reinforcement Learning Dmitry Shribak Chen-Xiao Gao Yitong Li Chenjun Xiao Bo Dai DiffM 113 5 0 23 Jun 2024
TimeAutoDiff: Combining Autoencoder and Diffusion model for time series tabular data synthesizing Namjoon Suh Yuning Yang Din-Yin Hsieh Qitong Luan Shirong Xu Shixiang Zhu Guang Cheng 135 7 0 23 Jun 2024
Soft Masked Mamba Diffusion Model for CT to MRI Conversion Zhenbin Wang Lei Zhang Lituan Wang Zhenwei Zhang Mamba MedIm 82 7 0 22 Jun 2024
MVOC: a training-free multiple video object composition method with diffusion models Wei Wang Yaosen Chen Yuegen Liu Qi Yuan Shubin Yang Yanru Zhang DiffM 96 2 0 22 Jun 2024
Image Conductor: Precision Control for Interactive Video Synthesis Yaowei Li Xintao Wang Zhaoyang Zhang Zhouxia Wang Ziyang Yuan Liangbin Xie Yuexian Zou Ying Shan VGen 120 27 0 21 Jun 2024
You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation Hongyu Chen Weiming Zeng Luhui Cai Lei Wang Jia Lu Yueyang Li Hongjie Yan W. Siok Nizhuan Wang 62 3 0 21 Jun 2024
Generative Topological Networks Alona Levy-Jurgenson Z. Yakhini 140 0 0 21 Jun 2024
Investigating the impact of 2D gesture representation on co-speech gesture generation Teo Guichoux Laure Soulier Nicolas Obin Catherine Pelachaud SLR 91 0 0 21 Jun 2024
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion Salva Rühling Cachay Brian Henn Oliver Watt-Meyer Christopher S. Bretherton Rose Yu SyDa AI4Cl 91 8 0 21 Jun 2024
IRASim: Learning Interactive Real-Robot Action Simulators Fangqi Zhu Hongtao Wu Song Guo Yuxiao Liu Chilam Cheang Tao Kong 127 22 0 20 Jun 2024
Using Multimodal Foundation Models and Clustering for Improved Style Ambiguity Loss James Baker DiffM 29 1 0 20 Jun 2024
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning Zhongjie Duan Wenmeng Zhou Cen Chen Yaliang Li Weining Qian VGen DiffM 67 2 0 20 Jun 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics Weitong Zhang Chengqi Zang Liu Li Sarah Cechnicka Cheng Ouyang Bernhard Kainz DiffM 57 2 0 19 Jun 2024
$Can AI be enabled to dynamical downscaling? A Latent Diffusion Model to mimic km-scale COSMO5.0\_CLM9 simulations$ Can AI be enabled to dynamical downscaling? A Latent Diffusion Model to mimic km-scale COSMO5.0\_CLM9 simulations Elena Tomasi Gabriele Franch M. Cristoforetti AI4CE 42 2 0 19 Jun 2024
Enhance the Image: Super Resolution using Artificial Intelligence in MRI Ziyu Li Zihan Li Haoxiang Li Q. Fan Karla L. Miller Wenchuan Wu Akshay Chaudhari Qiyuan Tian SupR MedIm 82 0 0 19 Jun 2024
Style-NeRF2NeRF: 3D Style Transfer From Style-Aligned Multi-View Images Haruo Fujiwara Yusuke Mukuta Tatsuya Harada 102 5 0 19 Jun 2024
Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models Paul Henderson Melonie de Almeida D. Ivanova Titas Anciukevicius 3DGS 126 4 0 18 Jun 2024
Evaluating the design space of diffusion-based generative models Yuqing Wang Ye He Molei Tao DiffM 103 6 0 18 Jun 2024
Extracting Training Data from Unconditional Diffusion Models Yunhao Chen Xingjun Ma Difan Zou Yu-Gang Jiang 107 5 0 18 Jun 2024
Training Diffusion Models with Federated Learning Matthijs de Goede Bart Cox Jérémie Decouchant FedML 77 9 0 18 Jun 2024
Variational Distillation of Diffusion Policies into Mixture of Experts Hongyi Zhou Denis Blessing Ge Li Onur Celik Xiaogang Jia Gerhard Neumann Rudolf Lioutikov DiffM 79 4 0 18 Jun 2024
Planning Using Schrödinger Bridge Diffusion Models Adarsh Srivastava OffRL DiffM 48 0 0 18 Jun 2024
Effective Generation of Feasible Solutions for Integer Programming via Guided Diffusion Hao Zeng Jiaqi Wang Avirup Das Junying He Kunpeng Han Haoyuan Hu Mingfei Sun 75 2 0 18 Jun 2024
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment Yiheng Li Heyang Jiang Akio Kodaira Masayoshi Tomizuka Kurt Keutzer Chenfeng Xu DiffM 106 9 0 18 Jun 2024
Neural Approximate Mirror Maps for Constrained Diffusion Models Berthy Feng Ricardo Baptista Katherine Bouman MedIm DiffM 136 4 0 18 Jun 2024
Autoregressive Image Generation without Vector Quantization Tianhong Li Yonglong Tian He Li Mingyang Deng Kaiming He DiffM 174 238 0 17 Jun 2024
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models Bingqi Ma Zhuofan Zong Guanglu Song Hongsheng Li Yu Liu 88 23 0 17 Jun 2024
Latent Denoising Diffusion GAN: Faster sampling, Higher image quality Luan Thanh Trinh T. Hamagami DiffM 77 6 0 17 Jun 2024
Promises, Outlooks and Challenges of Diffusion Language Modeling Justin Deschenaux Çağlar Gülçehre DiffM 84 3 0 17 Jun 2024
Unfolding Time: Generative Modeling for Turbulent Flows in 4D Abdullah Saydemir Marten Lienen Stephan Günnemann AI4CE DiffM 133 3 0 17 Jun 2024