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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
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge Conghan Yue Zhengwei Peng Junlong Ma Shiyan Du Pengxu Wei Dongyu Zhang DiffM 105 18 0 16 Dec 2023
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 189 5 0 16 Dec 2023
Rich Human Feedback for Text-to-Image Generation Youwei Liang Junfeng He Gang Li Peizhao Li Arseniy Klimovskiy ... Yiwen Luo Yang Li Kai Kohlhoff Deepak Ramachandran Vidhya Navalpakkam EGVM 88 86 0 15 Dec 2023
Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology Pedro Osório Guillermo Jiménez-Pérez Javier Montalt-Tordera Jens Hooge Guillem Duran Ballester ... Sabrina Schroeder K. Siudak Julia Vienenkoetter Bettina Lawrenz Sadegh Mohammadi MedIm 43 10 0 15 Dec 2023
DreamTalk: When Expressive Talking Head Generation Meets Diffusion Probabilistic Models Yifeng Ma Shiwei Zhang Jiayu Wang Xiang Wang Yingya Zhang Zhidong Deng DiffM 131 23 0 15 Dec 2023
CAGE: Controllable Articulation GEneration Jiayi Liu Hou In Ivan Tam Ali Mahdavi-Amiri Manolis Savva 96 22 0 15 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 162 2 0 15 Dec 2023
Stable Score Distillation for High-Quality 3D Generation Boshi Tang Jianan Wang Zhiyong Wu Lei Zhang 71 17 0 14 Dec 2023
LIME: Localized Image Editing via Attention Regularization in Diffusion Models Enis Simsar A. Tonioni Yongqin Xian Thomas Hofmann Federico Tombari DiffM 68 9 0 14 Dec 2023
Text2Immersion: Generative Immersive Scene with 3D Gaussians Ouyang Hao Kathryn Heal Stephen Lombardi Tiancheng Sun 3DGS 78 29 0 14 Dec 2023
A framework for conditional diffusion modelling with applications in motif scaffolding for protein design Kieran Didi Francisco Vargas Simon Mathis Vincent Dutordoir Emile Mathieu Urszula Julia Komorowska Pietro Lio DiffM 78 15 0 14 Dec 2023
Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures Huijie Zhang Yifu Lu Ismail Alkhouri S. Ravishankar Dogyoon Song Qing Qu 100 10 0 14 Dec 2023
DiffusionLight: Light Probes for Free by Painting a Chrome Ball Pakkapon Phongthawee Worameth Chinchuthakun Nontaphat Sinsunthithet Amit Raj Varun Jampani Pramook Khungurn Supasorn Suwajanakorn DiffM 107 27 0 14 Dec 2023
Agent Attention: On the Integration of Softmax and Linear Attention Dongchen Han Tianzhu Ye Yizeng Han Zhuofan Xia Siyuan Pan Pengfei Wan Shiji Song Gao Huang 103 88 0 14 Dec 2023
Speeding up Photoacoustic Imaging using Diffusion Models Irem Loc M. B. Unlu MedIm 28 2 0 14 Dec 2023
Guided Diffusion from Self-Supervised Diffusion Features Vincent Tao Hu Yunlu Chen Mathilde Caron Yuki M. Asano Cees G. M. Snoek Bjorn Ommer 97 11 0 14 Dec 2023
EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment M. Lavrenyuk Shariq Farooq Bhat Matthias Müller Peter Wonka ObjD MDE 88 9 0 13 Dec 2023
World Models via Policy-Guided Trajectory Diffusion Marc Rigter Jun Yamada Ingmar Posner 114 21 0 13 Dec 2023
FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models Shivangi Aneja Justus Thies Angela Dai Matthias Nießner DiffM VGen 125 33 0 13 Dec 2023
SceneWiz3D: Towards Text-guided 3D Scene Composition Qihang Zhang Chaoyang Wang Aliaksandr Siarohin Peiye Zhuang Yinghao Xu Ceyuan Yang Dahua Lin Bolei Zhou Sergey Tulyakov Hsin-Ying Lee 91 34 0 13 Dec 2023
PhenDiff: Revealing Subtle Phenotypes with Diffusion Models in Real Images Anis Bourou Thomas Boyer Kévin Daupin Véronique Dubreuil A. D. Thonel Valérie Mezger Auguste Genovesio DiffM MedIm 28 2 0 13 Dec 2023
SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space Yunchen Li Zhou Yu Gaoqi He Yunhang Shen Ke Li Xing Sun Shaohui Lin DiffM 56 11 0 13 Dec 2023
$ρ$ -Diffusion: A diffusion-based density estimation framework for computational physics Maxwell X. Cai Kin Long Kelvin Lee DiffM 70 1 0 13 Dec 2023
Clockwork Diffusion: Efficient Generation With Model-Step Distillation A. Habibian Amir Ghodrati Noor Fathima Guillaume Sautière Risheek Garrepalli Fatih Porikli Jens Petersen 69 8 0 13 Dec 2023
Knowledge-Aware Artifact Image Synthesis with LLM-Enhanced Prompting and Multi-Source Supervision Shengguang Wu Zhenglun Chen Qi Su DiffM 45 0 0 13 Dec 2023
ClusterDDPM: An EM clustering framework with Denoising Diffusion Probabilistic Models Jing Liu Jing Liu Zhonghan Zhang DiffM 71 0 0 13 Dec 2023
AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing Zhiyuan Ma Guoli Jia Bowen Zhou DiffM 99 11 0 13 Dec 2023
LMD: Faster Image Reconstruction with Latent Masking Diffusion Zhiyuan Ma Zhihuan Yu Jianjun Li Bowen Zhou DiffM 66 9 0 13 Dec 2023
BOTH2Hands: Inferring 3D Hands from Both Text Prompts and Body Dynamics Wenqian Zhang Molin Huang Yuxuan Zhou Juze Zhang Jingyi Yu Jingya Wang Lan Xu 99 5 0 13 Dec 2023
Diffusion-based Blind Text Image Super-Resolution Yuzhe Zhang Jiawei Zhang Hao Li Zhouxia Wang Luwei Hou Dongqing Zou Liheng Bian 98 14 0 13 Dec 2023
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization Jiafeng Mao Xueting Wang Kiyoharu Aizawa DiffM 108 5 0 13 Dec 2023
Denoising diffusion-based synthetic generation of three-dimensional (3D) anisotropic microstructures from two-dimensional (2D) micrographs Kang-Hyun Lee G. Yun DiffM 59 3 0 13 Dec 2023
Fast Sampling Through The Reuse Of Attention Maps In Diffusion Models Rosco Hunter Łukasz Dudziak Mohamed S. Abdelfattah Abhinav Mehrotra Sourav Bhattacharya Hongkai Wen 117 1 0 13 Dec 2023
FreeInit: Bridging Initialization Gap in Video Diffusion Models Tianxing Wu Chenyang Si Yuming Jiang Ziqi Huang Ziwei Liu DiffM VGen 84 53 0 12 Dec 2023
FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition Sicheng Mo Fangzhou Mu Kuan Heng Lin Yanli Liu Bochen Guan Yin Li Bolei Zhou DiffM 110 67 0 12 Dec 2023
Learned representation-guided diffusion models for large-image generation Alexandros Graikos Srikar Yellapragada Minh-Quan Le S. Kapse Prateek Prasanna Joel H. Saltz Dimitris Samaras DiffM 104 30 0 12 Dec 2023
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos Tomávs Souvcek Dima Damen Michael Wray Ivan Laptev Josef Sivic VGen 93 21 0 12 Dec 2023
NVS-Adapter: Plug-and-Play Novel View Synthesis from a Single Image Yoonwoo Jeong Jinwoo Lee Chiheon Kim Minsu Cho Doyup Lee 59 4 0 12 Dec 2023
Scalable Motion Style Transfer with Constrained Diffusion Generation Wenjie Yin Yi Yu Hang Yin Danica Kragic Mårten Björkman DiffM 56 3 0 12 Dec 2023
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models En-hao Liu Xuefei Ning Huazhong Yang Yu Wang DiffM 78 11 0 12 Dec 2023
GenDet: Towards Good Generalizations for AI-Generated Image Detection Mingjian Zhu Hanting Chen Mouxiao Huang Wei Li Hailin Hu Jie Hu Yunhe Wang 82 20 0 12 Dec 2023
Equivariant Flow Matching with Hybrid Probability Transport Yuxuan Song Jingjing Gong Minkai Xu Ziyao Cao Yanyan Lan Stefano Ermon Hao Zhou Wei-Ying Ma DiffM 90 57 0 12 Dec 2023
Image Content Generation with Causal Reasoning Xiaochuan Li Baoyu Fan Runze Zhang Liang Jin Di Wang Zhenhua Guo Yaqian Zhao Rengang Li LRM 119 6 0 12 Dec 2023
DiffuVST: Narrating Fictional Scenes with Global-History-Guided Denoising Models Shengguang Wu Mei Yuan Qi Su DiffM 66 0 0 12 Dec 2023
One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng Ashwini Pokle Trevor Killeen 75 33 0 12 Dec 2023
Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning Wei Geng Baidi Xiao Rongpeng Li Ning Wei Dong Wang Zhifeng Zhao 82 1 0 12 Dec 2023
Relightful Harmonization: Lighting-aware Portrait Background Replacement Mengwei Ren Wei Xiong Jae Shin Yoon Zhixin Shu Jianming Zhang HyunJoon Jung Guido Gerig He Zhang DiffM 110 24 0 11 Dec 2023
Photorealistic Video Generation with Diffusion Models Agrim Gupta Lijun Yu Kihyuk Sohn Xiuye Gu Meera Hahn Fei-Fei Li Irfan Essa Lu Jiang José Lezama VGen 155 201 0 11 Dec 2023
ControlNet-XS: Designing an Efficient and Effective Architecture for Controlling Text-to-Image Diffusion Models Denis Zavadski Johann-Friedrich Feiden Carsten Rother DiffM 81 10 0 11 Dec 2023
SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models Yuzhou Huang Liangbin Xie Xintao Wang Ziyang Yuan Xiaodong Cun ... Jiantao Zhou Chao Dong Rui Huang Ruimao Zhang Ying Shan DiffM 85 77 0 11 Dec 2023