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
Dreamguider: Improved Training free Diffusion-based Conditional Generation Nithin Gopalakrishnan Nair Vishal M. Patel 35 2 0 04 Jun 2024
Segmentation-Free Guidance for Text-to-Image Diffusion Models K. Azarian Debasmit Das Qiqi Hou Fatih Porikli VLM 54 0 0 03 Jun 2024
Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems Yifan Xia Xianliang Yang Zichuan Liu Zhihao Liu Lei Song Jiang Bian LRM 40 9 0 02 Jun 2024
Amortizing intractable inference in diffusion models for vision, language, and control S. Venkatraman Moksh Jain Luca Scimeca Minsu Kim Marcin Sendera ... Alexandre Adam Jarrid Rector-Brooks Yoshua Bengio Glen Berseth Nikolay Malkin 68 24 0 31 May 2024
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models C. N. Vasconcelos Abdullah Rashwan Austin Waters Trevor Walker Keyang Xu Jimmy Yan ... Wenlei Zhou Kevin Swersky David J. Fleet Jason Baldridge Oliver Wang 44 3 0 27 May 2024
FRRffusion: Unveiling Authenticity with Diffusion-Based Face Retouching Reversal Fengchuang Xing Xiao-Wen Shi Yuan-Gen Wang Chunsheng Yang DiffM 34 0 0 13 May 2024
Learning to Compose: Improving Object Centric Learning by Injecting Compositionality Whie Jung Jaehoon Yoo Sungjin Ahn Seunghoon Hong OCL CoGe 26 4 0 01 May 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 42 6 0 24 Apr 2024
Gradient Guidance for Diffusion Models: An Optimization Perspective Yingqing Guo Hui Yuan Yukang Yang Minshuo Chen Mengdi Wang 27 20 0 23 Apr 2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Hongwei Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb SSL 70 1 0 08 Apr 2024
Diffusion Time-step Curriculum for One Image to 3D Generation Xuanyu Yi Zike Wu Qingshan Xu Pan Zhou Joo-Hwee Lim Hanwang Zhang 60 19 0 06 Apr 2024
UFID: A Unified Framework for Input-level Backdoor Detection on Diffusion Models Zihan Guan Mengxuan Hu Sheng Li Anil Vullikanti DiffM AAML 39 10 0 01 Apr 2024
Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction Qiuhong Shen Zike Wu Xuanyu Yi Pan Zhou Hanwang Zhang Shuicheng Yan Xinchao Wang 3DGS 58 38 0 27 Mar 2024
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction Xingyu Xu Yuejie Chi DiffM 42 20 0 25 Mar 2024
Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion Hossein Souri Arpit Bansal Hamid Kazemi Liam H. Fowl Aniruddha Saha Jonas Geiping Andrew Gordon Wilson Rama Chellappa Tom Goldstein Micah Goldblum SILM DiffM 21 1 0 25 Mar 2024
Invertible Diffusion Models for Compressed Sensing Bin Chen Zhenyu Zhang Weiqi Li Chen Zhao Jiwen Yu Shijie Zhao Jie Chen Jian Zhang DiffM 54 5 0 25 Mar 2024
Osmosis: RGBD Diffusion Prior for Underwater Image Restoration Opher Bar Nathan Deborah Levy T. Treibitz Dan Rosenbaum 37 3 0 21 Mar 2024
Diffusion Model for Data-Driven Black-Box Optimization Zihao Li Hui Yuan Kaixuan Huang Chengzhuo Ni Yinyu Ye Minshuo Chen Mengdi Wang DiffM 40 9 0 20 Mar 2024
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data Asad Aali Giannis Daras Brett Levac Sidharth Kumar Alexandros G. Dimakis Jonathan I. Tamir MedIm 64 9 0 13 Mar 2024
What makes an image realistic? Lucas Theis 49 4 0 07 Mar 2024
Training Unbiased Diffusion Models From Biased Dataset Yeongmin Kim Byeonghu Na Minsang Park Joonho Jang Dongjun Kim Wanmo Kang Il-Chul Moon 30 19 0 02 Mar 2024
Feedback Efficient Online Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Kevin Black Ehsan Hajiramezanali Gabriele Scalia N. Diamant Alex Tseng Sergey Levine Tommaso Biancalani 36 21 0 26 Feb 2024
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control Masatoshi Uehara Yulai Zhao Kevin Black Ehsan Hajiramezanali Gabriele Scalia N. Diamant Alex Tseng Tommaso Biancalani Sergey Levine 42 42 0 23 Feb 2024
Label-efficient multi-organ segmentation with a diffusion model Yongzhi Huang Jinxin Zhu Haseeb Hassan Liyilei Su Jingyu Li Binding Huang Yun Peng Jingyu Li Jun Ma Bingding Huang DiffM MedIm 36 0 0 23 Feb 2024
Real-time 3D-aware Portrait Editing from a Single Image Qingyan Bai Zifan Shi Yinghao Xu Hao Ouyang Qiuyu Wang Ceyuan Yang Xuan Wang Gordon Wetzstein Yujun Shen Qifeng Chen 3DH DiffM 62 9 0 21 Feb 2024
Implicit Diffusion: Efficient Optimization through Stochastic Sampling Pierre Marion Anna Korba Peter Bartlett Mathieu Blondel Valentin De Bortoli Arnaud Doucet Felipe Llinares-López Courtney Paquette Quentin Berthet 76 12 0 08 Feb 2024
Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation Shivang Chopra Suraj Kothawade Houda Aynaou Aman Chadha DiffM 37 1 0 07 Feb 2024
Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models Kyungsung Lee Donggyu Lee Myungjoo Kang 28 0 0 31 Jan 2024
Siamese Meets Diffusion Network: SMDNet for Enhanced Change Detection in High-Resolution RS Imagery Jia Jia Geunho Lee Zhibo Wang Zhi Lyu Yuchu He DiffM 29 7 0 17 Jan 2024
Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior Zike Wu Pan Zhou Xuanyu Yi Xiaoding Yuan Hanwang Zhang DiffM 31 36 0 17 Jan 2024
Seek for Incantations: Towards Accurate Text-to-Image Diffusion Synthesis through Prompt Engineering Chang Yu Junran Peng Xiangyu Zhu Zhaoxiang Zhang Qi Tian Zhen Lei DiffM 27 4 0 12 Jan 2024
Deep autoregressive modeling for land use land cover C. Krapu Mark Borsuk Ryan Calder BDL 15 0 0 02 Jan 2024
PCRDiffusion: Diffusion Probabilistic Models for Point Cloud Registration Yue Wu Yongzhe Yuan Xiaolong Fan Xiaoshui Huang Maoguo Gong Qiguang Miao DiffM 34 2 0 11 Dec 2023
Learn to Optimize Denoising Scores for 3D Generation: A Unified and Improved Diffusion Prior on NeRF and 3D Gaussian Splatting Xiaofeng Yang Yiwen Chen Cheng Chen Chi Zhang Yi Tian Xu Xulei Yang Fayao Liu Guosheng Lin 3DGS DiffM 21 18 0 08 Dec 2023
RefinedFields: Radiance Fields Refinement for Unconstrained Scenes Karim Kassab Antoine Schnepf Jean-Yves Franceschi Laurent Caraffa Jeremie Mary Valérie Gouet-Brunet VGen 28 7 0 01 Dec 2023
Bayesian Imaging for Radio Interferometry with Score-Based Priors Noé Dia M. J. Yantovski-Barth Alexandre Adam Micah Bowles Pablo Lemos A. Scaife Y. Hezaveh Laurence Perreault Levasseur 21 4 0 29 Nov 2023
Echoes in the Noise: Posterior Samples of Faint Galaxy Surface Brightness Profiles with Score-Based Likelihoods and Priors Alexandre Adam Connor Stone Connor Bottrell Ronan Legin Y. Hezaveh Laurence Perreault Levasseur 18 3 0 29 Nov 2023
Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models Daniel Geng Inbum Park Andrew Owens DiffM 36 29 0 29 Nov 2023
Manifold Preserving Guided Diffusion Yutong He Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka ... Wei-Hsiang Liao Yuki Mitsufuji J. Zico Kolter Ruslan Salakhutdinov Stefano Ermon DiffM 116 64 0 28 Nov 2023
One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls Minghui Hu Jianbin Zheng Chuanxia Zheng Chaoyue Wang Dacheng Tao Tat-Jen Cham DiffM 24 3 0 27 Nov 2023
Wired Perspectives: Multi-View Wire Art Embraces Generative AI Zhiyu Qu Lan Yang Honggang Zhang Tao Xiang Kaiyue Pang Yi-Zhe Song AI4CE 38 11 0 26 Nov 2023
LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching Yixun Liang Xin Yang Jiantao Lin Haodong Li Xiaogang Xu Yingcong Chen 3DGS 25 184 0 19 Nov 2023
Privacy Threats in Stable Diffusion Models Thomas Cilloni Charles Fleming Charles Walter 25 3 0 15 Nov 2023
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao 37 9 0 15 Nov 2023
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features Chenfeng Xu Huan Ling Sanja Fidler Or Litany 20 14 0 07 Nov 2023
3DifFusionDet: Diffusion Model for 3D Object Detection with Robust LiDAR-Camera Fusion Xinhao Xiang Simon Dräger Jiawei Zhang 35 1 0 07 Nov 2023
Customizing 360-Degree Panoramas through Text-to-Image Diffusion Models Hai Wang Xiaoyu Xiang Yuchen Fan Jing-Hao Xue 93 26 0 28 Oct 2023
Efficient Planning with Latent Diffusion Wenhao Li DiffM 38 4 0 30 Sep 2023
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis Nithin Gopalakrishnan Nair A. Cherian Suhas Lohit Ye Wang T. Koike-Akino Vishal M. Patel Tim K. Marks DiffM 30 17 0 30 Sep 2023
Training-free Linear Image Inverses via Flows Ashwini Pokle Matthew Muckley Ricky T. Q. Chen Brian Karrer 11 20 0 25 Sep 2023