v1v2v3v4v5v6v7v8 (latest)

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
Solving Prior Distribution Mismatch in Diffusion Models via Optimal Transport Zhanpeng Wang Shenghao Li Chen Wang Shuting Cao Na Lei Zhongxuan Luo OT 54 0 0 17 Oct 2024
The Latent Road to Atoms: Backmapping Coarse-grained Protein Structures with Latent Diffusion Xu Han Yuancheng Sun Kai Chen Kang Liu Qiwei Ye DiffM AI4CE 95 1 0 17 Oct 2024
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance Jiwan Hur Dong-Jae Lee Gyojin Han Jaehyun Choi Yunho Jeon Junmo Kim DiffM 108 0 0 17 Oct 2024
GraspDiffusion: Synthesizing Realistic Whole-body Hand-Object Interaction Patrick Kwon Hanbyul Joo 61 4 0 17 Oct 2024
Preference Aligned Diffusion Planner for Quadrupedal Locomotion Control Xinyi Yuan Zhiwei Shang Zifan Wang Chenkai Wang Zhao Shan Zhenchao Qi Meixin Zhu Chenjia Bai Weiwei Wan Kensuke Harada 94 4 0 17 Oct 2024
Probing the Latent Hierarchical Structure of Data via Diffusion Models Antonio Sclocchi Alessandro Favero Noam Itzhak Levi Matthieu Wyart DiffM 129 5 0 17 Oct 2024
Influence Functions for Scalable Data Attribution in Diffusion Models Bruno Mlodozeniec Runa Eschenhagen Juhan Bae Alexander Immer David Krueger Richard E. Turner DiffM TDI 164 7 0 17 Oct 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 162 1 0 17 Oct 2024
Geometric Trajectory Diffusion Models Jiaqi Han Minkai Xu Aaron Lou Haotian Ye Stefano Ermon DiffM 112 5 0 16 Oct 2024
Syn2Real Domain Generalization for Underwater Mine-like Object Detection Using Side-Scan Sonar Aayush Agrawal Aniruddh Sikdar Rajini Makam Suresh Sundaram Suresh Kumar Besai Mahesh Gopi 55 1 0 16 Oct 2024
Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts Hongcheng Gao Tianyu Pang Chao Du Taihang Hu Zhijie Deng Min Lin DiffM 93 11 0 16 Oct 2024
AdaptiveDrag: Semantic-Driven Dragging on Diffusion-Based Image Editing DuoSheng Chen Binghui Chen Yifeng Geng Liefeng Bo DiffM 86 1 0 16 Oct 2024
Hamiltonian bridge: A physics-driven generative framework for targeted pattern control Vishaal Krishnan Sumit Sinha L. Mahadevan AI4CE 70 1 0 16 Oct 2024
MING: A Functional Approach to Learning Molecular Generative Models Van Khoa Nguyen Maciej Falkiewicz Giangiacomo Mercatali Alexandros Kalousis DiffM AI4CE 74 0 0 16 Oct 2024
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation Sahir Shrestha Weihao Li Gao Zhu Nick Barnes DiffM 71 0 0 16 Oct 2024
Imagine2Servo: Intelligent Visual Servoing with Diffusion-Driven Goal Generation for Robotic Tasks Pranjali Pathre Gunjan Gupta M. N. Qureshi Mandyam Brunda Samarth Brahmbhatt K. M. Krishna VGen 48 0 0 16 Oct 2024
On the Relation Between Linear Diffusion and Power Iteration Dana Weitzner M. Delbracio P. Milanfar Raja Giryes DiffM 80 0 0 16 Oct 2024
Off-dynamics Conditional Diffusion Planners Wen Zheng Terence Ng Jianda Chen Tianwei Zhang DiffM OffRL 140 0 0 16 Oct 2024
Training Neural Samplers with Reverse Diffusive KL Divergence Wenlin Chen Jiajun He Mingtian Zhang David Barber José Miguel Hernández-Lobato DiffM 141 8 0 16 Oct 2024
Preference Optimization with Multi-Sample Comparisons Chaoqi Wang Zhuokai Zhao Chen Zhu Karthik Abinav Sankararaman Michal Valko ... Zhaorun Chen Madian Khabsa Yuxin Chen Hao Ma Sinong Wang 147 9 0 16 Oct 2024
One Step Diffusion via Shortcut Models Kevin Frans Danijar Hafner Sergey Levine Pieter Abbeel VLM DiffM 170 48 0 16 Oct 2024
Parametric model reduction of mean-field and stochastic systems via higher-order action matching Jules Berman Tobias Blickhan Benjamin Peherstorfer 149 0 0 15 Oct 2024
DIAR: Diffusion-model-guided Implicit Q-learning with Adaptive Revaluation Jaehyun Park Yunho Kim Sejin Kim Byung-Jun Lee Sundong Kim OffRL 83 1 0 15 Oct 2024
Shallow diffusion networks provably learn hidden low-dimensional structure Nicholas M. Boffi Arthur Jacot Stephen Tu Ingvar M. Ziemann DiffM 88 3 0 15 Oct 2024
Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method Weimin Bai Weiheng Tang E. Ye Siyi Chen Wenzheng Chen H. Sun DiffM 106 1 0 15 Oct 2024
Bayesian Experimental Design via Contrastive Diffusions Jacopo Iollo Christophe Heinkelé Pierre Alliez Florence Forbes 136 1 0 15 Oct 2024
Improving Long-Text Alignment for Text-to-Image Diffusion Models Luping Liu Chao Du Tianyu Pang Zehan Wang Chongxuan Li Dong Xu VLM 123 8 0 15 Oct 2024
INR-Based Generative Steganography by Point Cloud Representation Zhong Yangjie Liu Jia Liu Meiqi Ke Yan Zhang Minqing DiffM 3DPC 59 0 0 15 Oct 2024
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs Severi Rissanen Markus Heinonen Arno Solin DiffM 426 3 0 15 Oct 2024
A Simple Approach to Unifying Diffusion-based Conditional Generation Xirui Li Charles Herrmann Kelvin C.K. Chan Yinxiao Li Deqing Sun Chao Ma Ming-Hsuan Yang DiffM VLM 148 1 0 15 Oct 2024
Saliency Guided Optimization of Diffusion Latents Xiwen Wang Jizhe Zhou Xuekang Zhu Cheng Li Mao Li EGVM 33 0 0 14 Oct 2024
MagicEraser: Erasing Any Objects via Semantics-Aware Control Fan Li Zixiao Zhang Yi Huang Jianzhuang Liu Renjing Pei Bin Shao Songcen Xu DiffM 79 8 0 14 Oct 2024
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning Yuxuan Ren Dihan Zheng Chang-Shu Liu Peiran Jin Yu Shi Lin Huang Jiyan He Shengjie Luo Tao Qin Tie-Yan Liu AI4CE 107 2 0 14 Oct 2024
The Ingredients for Robotic Diffusion Transformers Sudeep Dasari Oier Mees Sebastian Zhao Mohan Kumar Srirama Sergey Levine 118 24 0 14 Oct 2024
DINTR: Tracking via Diffusion-based Interpolation Pha Nguyen Ngan Le J. Cothren Alper Yilmaz Khoa Luu DiffM 93 1 0 14 Oct 2024
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules Shikun Feng Yuyan Ni Yan Lu Zhi-Ming Ma Wei-Ying Ma Yanyan Lan 129 7 0 14 Oct 2024
Generative Deep Learning and Signal Processing for Data Augmentation of Cardiac Auscultation Signals: Improving Model Robustness Using Synthetic Audio Leigh Abbott Milan Marocchi Matthew Fynn Yue Rong Sven Nordholm MedIm 66 0 0 14 Oct 2024
How to Backdoor Consistency Models? Chengen Wang Murat Kantarcioglu DiffM AAML 481 1 0 14 Oct 2024
Variational Diffusion Posterior Sampling with Midpoint Guidance Badr Moufad Yazid Janati Lisa Bedin Alain Durmus Randal Douc Eric Moulines Jimmy Olsson DiffM 47 5 0 13 Oct 2024
DuoDiff: Accelerating Diffusion Models with a Dual-Backbone Approach Daniel Gallo Fernández Rǎzvan-Andrei Matişan Alejandro Monroy Muñoz Ana-Maria Vasilcoiu Janusz Partyka Tin Hadži Veljković Metod Jazbec DiffM 98 0 0 12 Oct 2024
DiffuTraj: A Stochastic Vessel Trajectory Prediction Approach via Guided Diffusion Process Changlin Li Yanglei Gan Tian Lan Yuxiang Cai Xueyi Liu Run Lin Qiao Liu 59 0 0 12 Oct 2024
CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation Yifeng Xu Zhenliang He Shiguang Shan Xilin Chen DiffM 69 6 0 12 Oct 2024
nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder Maksim Kuznetsov Airat Valiev Alex Aliper Daniil Polykovskiy E. Tutubalina Rim Shayakhmetov Z. Miftahutdinov 66 0 0 11 Oct 2024
DiffPO: A causal diffusion model for learning distributions of potential outcomes Yuchen Ma Valentyn Melnychuk Jonas Schweisthal Stefan Feuerriegel DiffM 188 7 0 11 Oct 2024
Losing dimensions: Geometric memorization in generative diffusion Beatrice Achilli Enrico Ventura Gianluigi Silvestri Bao Pham G. Raya Dmitry Krotov Carlo Lucibello L. Ambrogioni 106 6 0 11 Oct 2024
Gait Sequence Upsampling using Diffusion Models for Single LiDAR Sensors Jeongho Ahn Kazuto Nakashima Koki Yoshino Y. Iwashita Ryo Kurazume DiffM 59 0 0 11 Oct 2024
E-Motion: Future Motion Simulation via Event Sequence Diffusion Song Wu Zhiyu Zhu Junhui Hou Guangming Shi Jinjian Wu DiffM VGen 71 1 0 11 Oct 2024
CryoFM: A Flow-based Foundation Model for Cryo-EM Densities Yi Zhou Yilai Li Jing Yuan Quanquan Gu 82 1 0 11 Oct 2024
TD-Paint: Faster Diffusion Inpainting Through Time Aware Pixel Conditioning Tsiry Mayet Pourya Shamsolmoali Simon Bernard Eric Granger Romain Hérault Clément Chatelain DiffM 82 1 0 11 Oct 2024
SceneCraft: Layout-Guided 3D Scene Generation Xiuyu Yang Yunze Man Jun-Kun Chen Yu-Xiong Wang 3DV 178 9 0 11 Oct 2024