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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,134 papers shown

Title
Natural Adversarial Patch Generation Method Based on Latent Diffusion Model Xianyi Chen Fazhan Liu Dong Jiang Kai Yan AAML DiffM 57 1 0 27 Dec 2023
One-Dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications Mengyao Lyu Yuhong Yang Haiwen Hong Hui Chen Xuan Jin Yuan He Hui Xue Jungong Han Guiguang Ding DiffM 123 67 0 26 Dec 2023
Towards Flexible, Scalable, and Adaptive Multi-Modal Conditioned Face Synthesis Jingjing Ren Cheng Xu Haoyu Chen Xinran Qin Lei Zhu CVBM DiffM 99 4 0 26 Dec 2023
HarmonyView: Harmonizing Consistency and Diversity in One-Image-to-3D Sangmin Woo Byeongjun Park Hyojun Go Jin-Young Kim Changick Kim 101 24 0 26 Dec 2023
Cross Initialization for Personalized Text-to-Image Generation Lianyu Pang Jian Yin Haoran Xie Qiping Wang Qing Li Xudong Mao DiffM 106 7 0 26 Dec 2023
Towards Real-World Blind Face Restoration with Generative Diffusion Prior Xiaoxu Chen Jingfan Tan Tao Wang Kaihao Zhang Wenhan Luo Xiaocun Cao DiffM 91 22 0 25 Dec 2023
High-Fidelity Diffusion-based Image Editing Chen Hou Guoqiang Wei Zhibo Chen DiffM 112 4 0 25 Dec 2023
SAiD: Speech-driven Blendshape Facial Animation with Diffusion Inkyu Park Jaewoong Cho 79 4 0 25 Dec 2023
Amodal Completion via Progressive Mixed Context Diffusion Katherine Xu Lingzhi Zhang Jianbo Shi DiffM 109 16 0 24 Dec 2023
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation Lokesh Veeramacheneni Moritz Wolter Hildegard Kuehne Juergen Gall EGVM 81 6 0 23 Dec 2023
Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training Xinyan Chen Jiaxin Ge Tianjun Zhang Jiaming Liu Shanghang Zhang VLM EGVM 200 0 0 23 Dec 2023
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation Max Ku Dongfu Jiang Cong Wei Xiang Yue Wenhu Chen 111 61 0 22 Dec 2023
Tuning-Free Inversion-Enhanced Control for Consistent Image Editing Xiaoyue Duan Shuhao Cui Guoliang Kang Baochang Zhang Zhengcong Fei Mingyuan Fan Junshi Huang DiffM 61 10 0 22 Dec 2023
Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians Catherine F. Higham Des J. Higham P. Grindrod DiffM VLM 51 3 0 21 Dec 2023
Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation Models Basudha Pal Arunkumar Kannan Ram Prabhakar Kathirvel Alice J. O'Toole Rama Chellappa DiffM 77 3 0 21 Dec 2023
Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation Philipp Schroppel Christopher Wewer J. E. Lenssen Eddy Ilg Thomas Brox 73 9 0 21 Dec 2023
HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models Hayk Manukyan Andranik Sargsyan Barsegh Atanyan Zhangyang Wang Shant Navasardyan Humphrey Shi DiffM 97 31 0 21 Dec 2023
PIA: Your Personalized Image Animator via Plug-and-Play Modules in Text-to-Image Models Yiming Zhang Zhening Xing Yanhong Zeng Youqing Fang Kai Chen VGen 111 25 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 61 13 0 21 Dec 2023
Single-Cell RNA-seq Synthesis with Latent Diffusion Model Yixuan Wang Shuangyin Li Shimin Di Lei Chen 34 1 0 21 Dec 2023
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models Huan Ling Seung Wook Kim Antonio Torralba Sanja Fidler Karsten Kreis DiffM 3DGS 89 123 0 21 Dec 2023
Adapt & Align: Continual Learning with Generative Models Latent Space Alignment Kamil Deja Bartosz Cywiński Jan Rybarczyk Tomasz Trzciñski CLL DRL 60 0 0 21 Dec 2023
Diff-Oracle: Deciphering Oracle Bone Scripts with Controllable Diffusion Model Jing Li Qiuxia Wang Siyuan Wang Rui Zhang Kaizhu Huang Erik Cambria 82 0 0 21 Dec 2023
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation Brian Nlong Zhao Yuhang Xiao Lyne Tchapmi Xinyang Jiang Yifan Yang Dongsheng Li Laurent Itti Vibhav Vineet Yunhao Ge VLM 144 7 0 21 Dec 2023
Repaint123: Fast and High-quality One Image to 3D Generation with Progressive Controllable 2D Repainting Junwu Zhang Zhenyu Tang Yatian Pang Xinhua Cheng Peng Jin Yida Wei Munan Ning Li-ming Yuan DiffM 3DGS 87 24 0 20 Dec 2023
Zero-Shot Metric Depth with a Field-of-View Conditioned Diffusion Model Saurabh Saxena Junhwa Hur Charles Herrmann Deqing Sun David J. Fleet DiffM 99 30 0 20 Dec 2023
Efficient Verification-Based Face Identification Amit Rozner Barak Battash Ofir Lindenbaum Lior Wolf CVBM 81 2 0 20 Dec 2023
Diffusion Models With Learned Adaptive Noise Subham Sekhar Sahoo Aaron Gokaslan Christopher De Sa Volodymyr Kuleshov DiffM 120 16 0 20 Dec 2023
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis Tariq Berrada Jakob Verbeek Camille Couprie Alahari Karteek 93 9 0 20 Dec 2023
Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation F. Zaman Mathews Jacob Amanda Chang Kan Liu Milan Sonka Xiaodong Wu DiffM MedIm 124 1 0 19 Dec 2023
Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models Shweta Mahajan Tanzila Rahman Kwang Moo Yi Leonid Sigal DiffM 106 20 0 19 Dec 2023
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models Angela Castillo Jonas Kohler Juan C. Pérez Juan Pablo Pérez Albert Pumarola Guohao Li Pablo Arbelaez Ali K. Thabet 118 13 0 19 Dec 2023
GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction Haodong Yan Zhiming Hu Syn Schmitt Andreas Bulling DiffM 143 7 0 19 Dec 2023
Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method Jiachun Pan Hanshu Yan Jun Hao Liew Jiashi Feng Vincent Y. F. Tan 66 8 0 19 Dec 2023
Optimizing Diffusion Noise Can Serve As Universal Motion Priors Korrawe Karunratanakul Konpat Preechakul Emre Aksan Thabo Beeler Supasorn Suwajanakorn Siyu Tang DiffM 95 43 0 19 Dec 2023
Decoupled Textual Embeddings for Customized Image Generation Yufei Cai Yuxiang Wei Zhilong Ji Jinfeng Bai Hu Han Wangmeng Zuo DiffM 54 18 0 19 Dec 2023
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition Xiaomeng Yang Zhi Qiao Yu Zhou DiffM 187 1 0 19 Dec 2023
Scene-Conditional 3D Object Stylization and Composition Jinghao Zhou Tomas Jakab Philip Torr Christian Rupprecht DiffM 150 3 0 19 Dec 2023
PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models A. Alliegro Yawar Siddiqui Tatiana Tommasi Matthias Nießner 89 36 0 18 Dec 2023
SkillDiffuser: Interpretable Hierarchical Planning via Skill Abstractions in Diffusion-Based Task Execution Zhixuan Liang Yao Mu Hengbo Ma Masayoshi Tomizuka Mingyu Ding Ping Luo 151 39 0 18 Dec 2023
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 103 12 0 18 Dec 2023
Bayesian ECG reconstruction using denoising diffusion generative models Gabriel Victorino Cardoso Lisa Bedin J. Duchâteau Rémi Dubois Eric Moulines DiffM 76 1 0 18 Dec 2023
Towards Detailed Text-to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model Zhenyu Xie Yang Wu Xuehao Gao Zhongqian Sun Wei Yang Xiaodan Liang DiffM 91 11 0 18 Dec 2023
MagicScroll: Nontypical Aspect-Ratio Image Generation for Visual Storytelling via Multi-Layered Semantic-Aware Denoising Bingyuan Wang Hengyu Meng Zeyu Cai Lanjiong Li Yue Ma Qifeng Chen Zeyu Wang DiffM 94 3 0 18 Dec 2023
CogCartoon: Towards Practical Story Visualization Zhongyang Zhu Jie Tang DiffM 77 4 0 17 Dec 2023
VidToMe: Video Token Merging for Zero-Shot Video Editing Xirui Li Chao Ma Xiaokang Yang Ming-Hsuan Yang DiffM VGen 107 48 0 17 Dec 2023
Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability Ian Ryu Junghyuk Lee Jong-Seok Lee EGVM 106 2 0 17 Dec 2023
VecFusion: Vector Font Generation with Diffusion Vikas Thamizharasan Difan Liu Shantanu Agarwal Matthew Fisher Michael Gharbi Oliver Wang Alec Jacobson E. Kalogerakis DiffM 94 12 0 16 Dec 2023
DETER: Detecting Edited Regions for Deterring Generative Manipulations Sai Wang Ye Zhu Ruoyu Wang Amaya Dharmasiri Olga Russakovsky Yu Wu 80 2 0 16 Dec 2023
Lecture Notes in Probabilistic Diffusion Models Inga Strümke H. Langseth DiffM 38 0 0 16 Dec 2023