Diffusion models as plug-and-play priors

17 June 2022

Nikolay Malkin

Papers citing "Diffusion models as plug-and-play priors"

50 / 158 papers shown

Title
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee E. Ahn MedIm 26 0 0 09 May 2025
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning Jifeng Hu Sili Huang Z. Yang Shengchao Hu Li Shen H. Chen Lichao Sun Yi-Ju Chang Dacheng Tao OffRL 146 0 0 03 May 2025
ShowMak3r: Compositional TV Show Reconstruction S. Kim Seunguk Do Jaesik Park VGen 43 0 0 28 Apr 2025
DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching Wei Huang Hanchen Wang Dong Wen Wenjie Zhang Y. Zhang Xuemin Lin 39 0 0 24 Mar 2025
DiffAD: A Unified Diffusion Modeling Approach for Autonomous Driving Tao Wang Cong Zhang Xingguang Qu Kun Li W. Liu C. Huang 61 0 0 15 Mar 2025
RI3D: Few-Shot Gaussian Splatting With Repair and Inpainting Diffusion Priors Avinash Paliwal Xilong Zhou Wei Ye J. Xiong Rakesh Ranjan N. Kalantari DiffM 3DGS 48 0 0 13 Mar 2025
DiffBrush:Just Painting the Art by Your Hands Jiaming Chu Lei Jin Tao Wang Junliang Xing Jian-jun Zhao DiffM 42 0 0 28 Feb 2025
Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification Yimin Zhu Linlin Xu DiffM 57 2 0 27 Feb 2025
Mitigating Hallucinations in Diffusion Models through Adaptive Attention Modulation Trevine Oorloff Yaser Yacoob Abhinav Shrivastava 51 0 0 24 Feb 2025
Text-to-Image Rectified Flow as Plug-and-Play Priors Xiaofeng Yang Cheng Chen Xulei Yang Fayao Liu Guosheng Lin DiffM 73 7 0 21 Feb 2025
Guidance-base Diffusion Models for Improving Photoacoustic Image Quality Tatsuhiro Eguchi Shumpei Takezaki Mihoko Shimano Takayuki Yagi Ryoma Bise MedIm 58 0 0 10 Feb 2025
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization Yang Li Jinpei Guo Runzhong Wang H. Zha Junchi Yan 52 4 0 05 Feb 2025
Blackout DIFUSCO Jun Pyo Seo 36 0 0 05 Feb 2025
When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-view CT Matt Y. Cheung Sophia Zorek Tucker J. Netherton Laurence E. Court Sadeer Al-Kindi Ashok Veeraraghavan Guha Balakrishnan MedIm 37 0 0 04 Feb 2025
LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention Maps Andrey Palaev Adil Mehmood Khan S. M. Ahsan Kazmi DiffM 48 0 0 23 Jan 2025
An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem Mingzhao Wang You Zhou Zhiguang Cao Yubin Xiao Xuan Wu Wei Pang Yuan Jiang Hui Yang Peng Zhao Yuanshu Li MedIm 37 1 0 23 Jan 2025
Diffusion-based Visual Anagram as Multi-task Learning Zhiyuan Xu Yinhe Chen Huan-ang Gao Weiyan Zhao Guiyu Zhang Hao Zhao DiffM 73 5 0 03 Dec 2024
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis Hyojun Go Byeongjun Park Jiho Jang Jin-Young Kim Soonwoo Kwon Changick Kim 3DGS 113 2 0 25 Nov 2024
Decoupling Training-Free Guided Diffusion by ADMM Youyuan Zhang Zehua Liu Zenan Li Zhaoyu Li James J. Clark X. Si 75 0 0 18 Nov 2024
Constrained Diffusion with Trust Sampling William Huang Yifeng Jiang Tom Van Wouwe C. Karen Liu 37 3 0 17 Nov 2024
Exploring Out-of-distribution Detection for Sparse-view Computed Tomography with Diffusion Models Ezgi Demircan-Tureyen F. Lucka Tristan van Leeuwen DiffM 33 0 0 09 Nov 2024
Conditional Synthesis of 3D Molecules with Time Correction Sampler Hojung Jung Youngrok Park Laura Schmid Jaehyeong Jo Dongkyu Lee Bongsang Kim Se-Young Yun Jinwoo Shin DiffM 29 4 0 01 Nov 2024
Diffusion Twigs with Loop Guidance for Conditional Graph Generation Giangiacomo Mercatali Yogesh Verma André Freitas Vikas K. Garg 31 3 0 31 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 35 5 0 21 Oct 2024
EventFlow: Forecasting Continuous-Time Event Data with Flow Matching Gavin Kerrigan Kai Nelson Padhraic Smyth AI4TS 35 1 0 09 Oct 2024
Toward General Object-level Mapping from Sparse Views with 3D Diffusion Priors Ziwei Liao Binbin Xu Steven L. Waslander DiffM 26 3 0 07 Oct 2024
Online Posterior Sampling with a Diffusion Prior B. Kveton Boris Oreshkin Youngsuk Park Aniket Deshmukh Rui Song DiffM 40 0 0 04 Oct 2024
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching Ségolène Martin Anne Gagneux Paul Hagemann Gabriele Steidl 42 9 0 03 Oct 2024
ImPoster: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models D. Kothandaraman Kuldeep Kulkarni Sumit Shekhar Balaji Vasan Srinivasan Dinesh Manocha DiffM 46 1 0 24 Sep 2024
SteeredMarigold: Steering Diffusion Towards Depth Completion of Largely Incomplete Depth Maps Jakub Gregorek Lazaros Nalpantidis 3DGS 38 3 0 16 Sep 2024
Latent Diffusion Models for Controllable RNA Sequence Generation Kaixuan Huang Yukang Yang Kaidi Fu Yanyi Chu Le Cong Mengdi Wang 47 1 0 15 Sep 2024
Exploring User-level Gradient Inversion with a Diffusion Prior Zhuohang Li Andrew Lowy Jing Liu T. Koike-Akino Bradley Malin K. Parsons Ye Wang DiffM 36 0 0 11 Sep 2024
Spatial Diffusion for Cell Layout Generation Chen Li Xiaoling Hu Shahira Abousamra Meilong Xu Chao Chen MedIm 35 4 0 04 Sep 2024
A Score-Based Density Formula, with Applications in Diffusion Generative Models Gen Li Yuling Yan DiffM 44 0 0 29 Aug 2024
Particle-Filtering-based Latent Diffusion for Inverse Problems Amir Nazemi M. H. Sepanj Nicholas Pellegrino Chris Czarnecki Paul Fieguth DiffM 52 0 0 25 Aug 2024
Bring the Power of Diffusion Model to Defect Detection Xuyi Yu DiffM 41 0 0 25 Aug 2024
Model Inversion Attacks Through Target-Specific Conditional Diffusion Models Ouxiang Li Yanbin Hao Zhicai Wang Bin Zhu Shuo Wang Zaixi Zhang Fuli Feng DiffM 23 3 0 16 Jul 2024
Zero-Shot Adaptation for Approximate Posterior Sampling of Diffusion Models in Inverse Problems Yasar Utku Alçalar Mehmet Akçakaya DiffM 34 3 0 16 Jul 2024
Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling Noam Elata T. Michaeli Michael Elad DiffM MedIm 29 9 0 11 Jul 2024
TrAME: Trajectory-Anchored Multi-View Editing for Text-Guided 3D Gaussian Splatting Manipulation Chaofan Luo Donglin Di Xun Yang Yongjia Ma Zhou Xue Chen Wei Yebin Liu 3DGS 34 9 0 02 Jul 2024
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations Weimin Bai Yifei Wang Wenzheng Chen He Sun 41 7 0 01 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 36 19 0 30 Jun 2024
Posterior Sampling with Denoising Oracles via Tilted Transport Joan Bruna Jiequn Han DiffM MedIm 35 4 0 30 Jun 2024
DISCO: Efficient Diffusion Solver for Large-Scale Combinatorial Optimization Problems Kexiong Yu Hang Zhao Yuhang Huang Renjiao Yi Kai Xu Chenyang Zhu 43 0 0 28 Jun 2024
Conditional score-based diffusion models for solving inverse problems in mechanics Agnimitra Dasgupta Harisankar Ramaswamy Javier Murgoitio-Esandi Ken Foo Runze Li Qifa Zhou Brendan Kennedy Assad A. Oberai DiffM MedIm 39 2 0 19 Jun 2024
Neural Approximate Mirror Maps for Constrained Diffusion Models Berthy T. Feng Ricardo Baptista Katherine L. Bouman MedIm DiffM 48 3 0 18 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 82 32 0 17 Jun 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang Jiaxin Zhuang Cheng Jin Gen Li Yuantao Gu DiffM 76 1 0 11 Jun 2024
TSPDiffuser: Diffusion Models as Learned Samplers for Traveling Salesperson Path Planning Problems Ryo Yonetani 39 1 0 05 Jun 2024
Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following Qiaomu Miao Alexandros Graikos Jingwei Zhang Sounak Mondal Minh Hoai Dimitris Samaras 35 0 0 04 Jun 2024