Universal Guidance for Diffusion Models

14 February 2023

Papers citing "Universal Guidance for Diffusion Models"

50 / 195 papers shown

Title
MC $^2$ : Multi-concept Guidance for Customized Multi-concept Generation Jiaxiu Jiang Yabo Zhang Kailai Feng Xiaohe Wu Wangmeng Zuo DiffM 34 11 0 08 Apr 2024
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems Hossein Askari Fred Roosta Hongfu Sun MedIm DiffM 25 3 0 04 Apr 2024
InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion Jihyun Lee Shunsuke Saito Giljoo Nam Minhyuk Sung Tae-Kyun Kim 38 10 0 26 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
Diffusion-based Aesthetic QR Code Generation via Scanning-Robust Perceptual Guidance Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Cheng-Fu Chou Jun-Cheng Chen 27 0 0 23 Mar 2024
Osmosis: RGBD Diffusion Prior for Underwater Image Restoration Opher Bar Nathan Deborah Levy T. Treibitz Dan Rosenbaum 27 3 0 21 Mar 2024
SyncTweedies: A General Generative Framework Based on Synchronized Diffusions Jaihoon Kim Juil Koo Kyeongmin Yeo Minhyuk Sung DiffM 3DGS 32 9 0 21 Mar 2024
ReGround: Improving Textual and Spatial Grounding at No Cost Yuseung Lee Minhyuk Sung DiffM 26 2 0 20 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 32 9 0 20 Mar 2024
Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos Hadi Alzayer Zhihao Xia Xuaner Zhang Eli Shechtman Jia-Bin Huang Michael Gharbi DiffM VGen 19 17 0 19 Mar 2024
Understanding and Improving Training-free Loss-based Diffusion Guidance Yifei Shen Xinyang Jiang Yezhen Wang Yifan Yang Dongqi Han Dongsheng Li FaML 16 5 0 19 Mar 2024
OSTAF: A One-Shot Tuning Method for Improved Attribute-Focused T2I Personalization Ye Wang Zili Yi Rui Ma DiffM 20 0 0 17 Mar 2024
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction Hanyu Chen Zhixiu Hao Lin Guo Liying Xiao 39 1 0 14 Mar 2024
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment Paraskevas Pegios Manxi Lin Nina Weng M. B. S. Svendsen Zahra Bashir Siavash Bigdeli Anders Christensen M. Tolsgaard Aasa Feragen MedIm 50 5 0 13 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 67 35 0 07 Mar 2024
GUIDE: Guidance-based Incremental Learning with Diffusion Models Bartosz Cywiñski Kamil Deja Tomasz Trzciñski Bartlomiej Twardowski Lukasz Kuciñski DiffM 30 3 0 06 Mar 2024
Text-guided Explorable Image Super-resolution Kanchana Vaishnavi Gandikota Paramanand Chandramouli 40 7 0 02 Mar 2024
Rethinking cluster-conditioned diffusion models Nikolas Adaloglou Tim Kaiser Félix D. P. Michels M. Kollmann VLM 32 3 0 01 Mar 2024
Balancing Act: Distribution-Guided Debiasing in Diffusion Models Rishubh Parihar Abhijnya Bhat Abhipsa Basu Saswat Mallick Jogendra Nath Kundu R. V. Babu 43 18 0 28 Feb 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 22 21 0 26 Feb 2024
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion Xuantong Liu Tianyang Hu Wenjia Wang Kenji Kawaguchi Yuan Yao DiffM 47 3 0 26 Feb 2024
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models Li Pang Xiangyu Rui Long Cui Hongzhong Wang Deyu Meng Xiangyong Cao DiffM 37 16 0 24 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 29 42 0 23 Feb 2024
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction Haoyu Li Hao Wu Badong Chen 23 1 0 21 Feb 2024
DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization Jisu Nam Heesu Kim Dongjae Lee Siyoon Jin Seungryong Kim Seunggyu Chang DiffM 21 40 0 15 Feb 2024
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases Ziyi Zhang Sen Zhang Yibing Zhan Yong Luo Yonggang Wen Dacheng Tao EGVM 33 8 0 13 Feb 2024
Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers Tongda Xu Ziran Zhu Jian Li Dailan He Yuanyuan Wang ... Ning Li Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang DiffM 30 4 0 09 Feb 2024
Noise Map Guidance: Inversion with Spatial Context for Real Image Editing Hansam Cho Jonghyun Lee Seoung Bum Kim Tae-Hyun Oh Yonghyun Jeong DiffM 12 15 0 07 Feb 2024
Guidance with Spherical Gaussian Constraint for Conditional Diffusion Lingxiao Yang Shutong Ding Yifan Cai Jingyi Yu Jingya Wang Ye-ling Shi DiffM 51 34 0 05 Feb 2024
Guided Diffusion for Fast Inverse Design of Density-based Mechanical Metamaterials Yanyan Yang Lili Wang Xiaoya Zhai Kai Chen Wenming Wu Yunkai Zhao Ligang Liu Xiao-Ming Fu AI4CE DiffM 38 2 0 24 Jan 2024
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 18 3 0 28 Dec 2023
Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians Catherine F. Higham Des J. Higham P. Grindrod DiffM VLM 16 3 0 21 Dec 2023
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation Nina Weng Paraskevas Pegios Eike Petersen Aasa Feragen Siavash Bigdeli MedIm CML 24 8 0 21 Dec 2023
Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method Jiachun Pan Hanshu Yan Jun Hao Liew Jiashi Feng Vincent Y. F. Tan 14 5 0 19 Dec 2023
Latent Space Editing in Transformer-Based Flow Matching Vincent Tao Hu David W. Zhang Pascal Mettes Meng Tang Deli Zhao Cees G. M. Snoek 42 29 0 17 Dec 2023
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos Tomávs Souvcek Dima Damen Michael Wray Ivan Laptev Josef Sivic VGen 17 19 0 12 Dec 2023
DisControlFace: Disentangled Control for Personalized Facial Image Editing Haozhe Jia Yan Li Hengfei Cui Di Xu Changpeng Yang Yuwang Wang Tao Yu DiffM 25 1 0 11 Dec 2023
Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale Candi Zheng Yuan Lan DiffM 16 4 0 11 Dec 2023
InteractDiffusion: Interaction Control in Text-to-Image Diffusion Models Jiun Tian Hoe Xudong Jiang Chee Seng Chan Yap-Peng Tan Weipeng Hu 19 11 0 10 Dec 2023
FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models Junhyuk So Jungwon Lee Eunhyeok Park DiffM 26 9 0 06 Dec 2023
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control Yuru Jia Lukas Hoyer Shengyu Huang Tianfu Wang Luc Van Gool Konrad Schindler Anton Obukhov DiffM 33 17 0 05 Dec 2023
FaceStudio: Put Your Face Everywhere in Seconds Yuxuan Yan C. Zhang Rui Wang Yichao Zhou Gege Zhang Pei Cheng Gang Yu Bin-Bin Fu DiffM 24 39 0 05 Dec 2023
Readout Guidance: Learning Control from Diffusion Features Grace Luo Trevor Darrell Oliver Wang Dan B. Goldman Aleksander Holynski 16 21 0 04 Dec 2023
ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content Separation Moayed Haji-Ali Guha Balakrishnan Vicente Ordonez 35 23 0 30 Nov 2023
DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations Maximilian Augustin Yannic Neuhaus Matthias Hein DiffM 19 3 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
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial View D. Kothandaraman Tianyi Zhou Ming C. Lin Dinesh Manocha DiffM 21 2 0 27 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 25 18 0 19 Nov 2023
Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation Chenwei Tang Wenqiang Zhou Dong Wang Caiyang Yu Zhenan He ... Shudong Huang Yi Gao Jianming Chen Wentao Feng Jiancheng Lv AI4CE 15 0 0 07 Nov 2023
RePoseDM: Recurrent Pose Alignment and Gradient Guidance for Pose Guided Image Synthesis Anant Khandelwal DiffM 11 0 0 24 Oct 2023