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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
Equivariant Blurring Diffusion for Hierarchical Molecular Conformer Generation Jiwoong Park Yang Shen DiffM 105 1 0 26 Oct 2024
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models Liulei Li Wenguan Wang Yue Yang 100 8 0 26 Oct 2024
GHIL-Glue: Hierarchical Control with Filtered Subgoal Images Kyle Hatch Ashwin Balakrishna Oier Mees Suraj Nair Seohong Park ... Masha Itkina Benjamin Eysenbach Sergey Levine Thomas Kollar Benjamin Burchfiel 119 4 0 26 Oct 2024
Your Image is Secretly the Last Frame of a Pseudo Video Wenlong Chen Wenlin Chen Lapo Rastrelli Yingzhen Li DiffM VGen 93 0 0 26 Oct 2024
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series Ilan Naiman Nimrod Berman Itai Pemper Idan Arbiv Gal Fadlon Omri Azencot 87 15 0 25 Oct 2024
Marked Temporal Bayesian Flow Point Processes Hui Chen Xuhui Fan Hengyu Liu Longbing Cao AI4TS 56 0 0 25 Oct 2024
A Flow-based Truncated Denoising Diffusion Model for Super-resolution Magnetic Resonance Spectroscopic Imaging Siyuan Dong Zhuotong Cai G. Hangel W. Bogner G. Widhalm ... Amit Mahajan Amin Karbasi J. Onofrey Robin A. de Graaf James S. Duncan DiffM MedIm 87 14 0 25 Oct 2024
Non-rigid Relative Placement through 3D Dense Diffusion Eric Cai Octavian A. Donca Ben Eisner David Held 58 0 0 25 Oct 2024
Learned Reference-based Diffusion Sampling for multi-modal distributions Maxence Noble Louis Grenioux Marylou Gabrié Alain Durmus DiffM 138 6 0 25 Oct 2024
Simmering: Sufficient is better than optimal for training neural networks Irina Babayan Hazhir Aliahmadi G. Anders 46 0 0 25 Oct 2024
BIFRÖST: 3D-Aware Image compositing with Language Instructions Lingxiao Li Kaixiong Gong Weihong Li Xili Dai Tao Chen Xiaojun Yuan Xiangyu Yue 103 2 0 24 Oct 2024
Rectified Diffusion Guidance for Conditional Generation Mengfei Xia Nan Xue Yujun Shen Ran Yi Tieliang Gong Yang Liu DiffM 70 6 0 24 Oct 2024
Retrieval-Augmented Diffusion Models for Time Series Forecasting Jingwei Liu Ling Yang Hongyan Li Shenda Hong DiffM AI4TS 95 12 0 24 Oct 2024
Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks Alba Carballo-Castro Sonia Laguna Moritz Vandenhirtz Julia E. Vogt DiffM 77 1 0 24 Oct 2024
Multi-Scale Diffusion: Enhancing Spatial Layout in High-Resolution Panoramic Image Generation Xiaoyu Zhang Teng Zhou Xinlong Zhang Jia Wei Yongchuan Tang 103 2 0 24 Oct 2024
Fast constrained sampling in pre-trained diffusion models Alexandros Graikos Nebojsa Jojic Dimitris Samaras DiffM 137 1 0 24 Oct 2024
Scaling up Masked Diffusion Models on Text Shen Nie Fengqi Zhu Chao Du Tianyu Pang Qian Liu Guangtao Zeng Min Lin Chongxuan Li AI4CE 217 30 0 24 Oct 2024
DMTG: A Human-Like Mouse Trajectory Generation Bot Based on Entropy-Controlled Diffusion Networks Jiahua Liu Zeyuan Cui Wenhan Ge Pengxiang Zhan AAML 48 0 0 23 Oct 2024
Scalable Ranked Preference Optimization for Text-to-Image Generation Shyamgopal Karthik Huseyin Coskun Zeynep Akata Sergey Tulyakov J. Ren Anil Kag EGVM 115 9 0 23 Oct 2024
Deep Generative Models for 3D Medical Image Synthesis Paul Friedrich Yannik Frisch P. Cattin 3DV MedIm 92 4 0 23 Oct 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models Shansan Gong Shivam Agarwal Yizhe Zhang Jiacheng Ye Lin Zheng ... Peilin Zhao W. Bi Jiawei Han Hao Peng Dianbo Sui AI4CE 140 27 0 23 Oct 2024
Prioritized Generative Replay Renhao Wang Kevin Frans Pieter Abbeel Sergey Levine Alexei A. Efros OnRL DiffM 190 7 0 23 Oct 2024
Composing Diffusion Policies for Few-shot Learning of Movement Trajectories Omkar Patil Anant Sah N. Gopalan DiffM 64 1 0 22 Oct 2024
Meta Stackelberg Game: Robust Federated Learning against Adaptive and Mixed Poisoning Attacks Tao Li Henger Li Yunian Pan Tianyi Xu Zizhan Zheng Quanyan Zhu FedML 76 5 0 22 Oct 2024
Hierarchical Clustering for Conditional Diffusion in Image Generation Jorge da Silva Goncalves Laura Manduchi Moritz Vandenhirtz Julia E. Vogt DiffM 61 0 0 22 Oct 2024
One-Step Diffusion Distillation through Score Implicit Matching Weijian Luo Zemin Huang Zhengyang Geng J. Zico Kolter Guo-Jun Qi DiffM 92 21 0 22 Oct 2024
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing Runpu Wei Zijin Yin Kongming Liang Min Min Changzai Pan Gang Yu Haonan Huang Yan Liu Zejun Ma 69 0 0 22 Oct 2024
DARE: Diffusion Policy for Autonomous Robot Exploration Yuhong Cao Jeric Lew Jingsong Liang Jin Cheng Guillaume Sartoretti 53 2 0 22 Oct 2024
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation Jiamu Wang Jin Tae Kwak 101 0 0 22 Oct 2024
Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splitting Bao Q. Tran Viet Anh Nguyen Anh Tran Toan M. Tran 92 0 0 22 Oct 2024
Progressive Compositionality in Text-to-Image Generative Models Xu Han Linghao Jin Xiaofeng Liu Paul Pu Liang CoGe 151 4 0 22 Oct 2024
TopoDiffusionNet: A Topology-aware Diffusion Model Saumya Gupta Dimitris Samaras Chong Chen DiffM 146 4 0 22 Oct 2024
Test-time Adversarial Defense with Opposite Adversarial Path and High Attack Time Cost Cheng-Han Yeh Kuanchun Yu Chun-Shien Lu DiffM AAML 162 0 0 22 Oct 2024
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 182 0 0 21 Oct 2024
On conditional diffusion models for PDE simulations Aliaksandra Shysheya Cristiana-Diana Diaconu Federico Bergamin P. Perdikaris José Miguel Hernández-Lobato Richard E. Turner Emile Mathieu DiffM 81 13 0 21 Oct 2024
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models Giannis Daras Weili Nie Karsten Kreis A. Dimakis Morteza Mardani Nikola B. Kovachki Arash Vahdat DiffM 113 10 0 21 Oct 2024
Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces Jifeng Hu Sili Huang Li Shen Zhejian Yang Shengchao Hu Shisong Tang Hechang Chen Yi Chang Dacheng Tao Lichao Sun OffRL 89 0 0 21 Oct 2024
Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT Liam Moroy Guillaume Bourmaud Frédéric Champagnat Jean-François Giovannelli DiffM MedIm 95 0 0 21 Oct 2024
Generating Tabular Data Using Heterogeneous Sequential Feature Forest Flow Matching Ange-Clément Akazan Alexia Jolicoeur-Martineau Ioannis Mitliagkas 68 0 0 20 Oct 2024
Synergistic Dual Spatial-aware Generation of Image-to-Text and Text-to-Image Yu Zhao Hao Fei Xiangtai Li L. Qin Jiayi Ji Erik Cambria Meishan Zhang Hao Fei Jianguo Wei DiffM 103 1 0 20 Oct 2024
FrameBridge: Improving Image-to-Video Generation with Bridge Models Yuji Wang Zehua Chen Xiaoyu Chen Jun-Jie Zhu Jianfei Chen Jianfei Chen DiffM VGen 515 5 0 20 Oct 2024
Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization Zichen Wang Yaokun Ji Jianing Tian Shuangjia Zheng DiffM 124 3 0 19 Oct 2024
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step Mingyuan Zhou Huangjie Zheng Yi Gu Zhendong Wang Hai Huang DiffM 102 14 0 19 Oct 2024
Multi-modal Pose Diffuser: A Multimodal Generative Conditional Pose Prior Calvin-Khang Ta Arindam Dutta Rohit Kundu Rohit Lal Hannah Dela Cruz Dripta S. Raychaudhuri Amit K. Roy-Chowdhury DiffM 44 3 0 18 Oct 2024
HYPNOS : Highly Precise Foreground-focused Diffusion Finetuning for Inanimate Objects Oliverio Theophilus Nathanael Jonathan Samuel Lumentut Nicholas Hans Muliawan Edbert Valencio Angky Felix Indra Kurniadi Alfi Yusrotis Zakiyyah Jeklin Harefa DiffM 49 1 0 18 Oct 2024
ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing Jimin Dai Yanzhe Zhang Shuo Chen Jian Yang Lei Luo DiffM 53 0 0 18 Oct 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Zhiyu Li Dianbo Sui DiffM LRM 186 25 0 18 Oct 2024
Improving Vector-Quantized Image Modeling with Latent Consistency-Matching Diffusion Bac Nguyen and Chieh-Hsin Lai Yuhta Takida Naoki Murata Toshimitsu Uesaka Stefano Ermon Yuki Mitsufuji 105 0 0 18 Oct 2024
Dynamic Negative Guidance of Diffusion Models Felix Koulischer Johannes Deleu G. Raya T. Demeester L. Ambrogioni DiffM 149 10 0 18 Oct 2024
Ensemble-based, large-eddy reconstruction of wind turbine inflow in a near-stationary atmospheric boundary layer through generative artificial intelligence A. Rybchuk Luis A. Martínez-Tossas Stefano Letizia N. Hamilton Andy Scholbrock Emina Maric Daniel R. Houck Thomas G. Herges Nathaniel B. de Velder P. Doubrawa AI4CE 71 0 0 17 Oct 2024