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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,152 papers shown

Title
DPDEdit: Detail-Preserved Diffusion Models for Multimodal Fashion Image Editing Xiaolong Wang Zhi-Qi Cheng Tianshuo Yuan Xiaojiang Peng DiffM 69 0 0 02 Sep 2024
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model Xiaojie Xu Tianshuo Xu Fulong Ma Yingcong Chen 112 0 0 02 Sep 2024
Diffusion based multi-domain neuroimaging harmonization method with preservation of anatomical details Haoyu Lan Bino A. Varghese Nasim Sheikh-Bahaei Farshid Sepehrband A. Toga Jeiran Choupan DiffM MedIm 85 0 0 01 Sep 2024
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models Martin Mayr Marcel Dreier Florian Kordon Mathias Seuret Jochen Zöllner Fei Wu Andreas Maier Vincent Christlein DiffM 157 1 0 01 Sep 2024
Seed-to-Seed: Image Translation in Diffusion Seed Space Or Greenberg Eran Kishon Dani Lischinski DiffM 78 0 0 01 Sep 2024
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis Sanuwani Dayarathna Kh Tohidul Islam Bohan Zhuang Guang Yang Jianfei Cai Meng Law Zhaolin Chen DiffM MedIm 103 0 0 01 Sep 2024
Compositional 3D-aware Video Generation with LLM Director Hanxin Zhu Tianyu He Anni Tang Junliang Guo Zhibo Chen Jiang Bian DiffM VGen 121 7 0 31 Aug 2024
Data Augmentation for Image Classification using Generative AI Fazle Rahat M Shifat Hossain Md Rubel Ahmed Sumit Kumar Jha Rickard Ewetz VLM 107 4 0 31 Aug 2024
EraseDraw: Learning to Insert Objects by Erasing Them from Images Alper Canberk Maksym Bondarenko Ege Ozguroglu Ruoshi Liu Carl Vondrick DiffM 117 2 0 31 Aug 2024
DAP: Diffusion-based Affordance Prediction for Multi-modality Storage Haonan Chang Kowndinya Boyalakuntla Yuhan Liu Xinyu Zhang Liam Schramm Abdeslam Boularias 103 0 0 31 Aug 2024
TrackSSM: A General Motion Predictor by State-Space Model Bin Hu Run Luo Zelin Liu Cheng Wang Wenyu Liu 167 3 0 31 Aug 2024
PS-StyleGAN: Illustrative Portrait Sketching using Attention-Based Style Adaptation Kushal Kumar Jain Ankith Varun J A. Namboodiri 86 0 0 31 Aug 2024
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation Zanlin Ni Yulin Wang Renping Zhou Rui Lu Jiayi Guo Jinyi Hu Zhiyuan Liu Yuan Yao Gao Huang 113 8 0 31 Aug 2024
Training-Free Sketch-Guided Diffusion with Latent Optimization Sandra Zhang Ding Jiafeng Mao Kiyoharu Aizawa DiffM 193 3 0 31 Aug 2024
Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution Yixin Wu Yun Shen Michael Backes Yang Zhang 97 3 0 30 Aug 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 132 11 0 30 Aug 2024
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance Avideep Mukherjee Soumya Banerjee Piyush Rai Vinay P. Namboodiri DiffM 107 0 0 30 Aug 2024
Bidirectional Decoding: Improving Action Chunking via Guided Test-Time Sampling Yuejiang Liu Jubayer Ibn Hamid Annie Xie Yoonho Lee Maximilian Du Chelsea Finn OffRL 134 0 0 30 Aug 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 160 1 0 30 Aug 2024
A Score-Based Density Formula, with Applications in Diffusion Generative Models Gen Li Yuling Yan DiffM 97 0 0 29 Aug 2024
Spiking Diffusion Models Jiahang Cao Hanzhong Guo Ziqing Wang Deming Zhou Hao Cheng Qiang Zhang Renjing Xu DiffM 110 3 0 29 Aug 2024
Self-Improving Diffusion Models with Synthetic Data Sina Alemohammad Ahmed Imtiaz Humayun S. Agarwal John Collomosse Richard G. Baraniuk 73 15 0 29 Aug 2024
Enhanced Control for Diffusion Bridge in Image Restoration Conghan Yue Zhengwei Peng Junlong Ma Dongyu Zhang 108 3 0 29 Aug 2024
Simulating realistic short tandem repeat capillary electrophoretic signal using a generative adversarial network Duncan Taylor Melissa Humphries GAN 63 1 0 28 Aug 2024
DiffAge3D: Diffusion-based 3D-aware Face Aging Junaid Wahid Fangneng Zhan Pramod Rao Christian Theobalt DiffM 81 3 0 28 Aug 2024
Disentangled Diffusion Autoencoder for Harmonization of Multi-site Neuroimaging Data Ayodeji Ijishakin Ana Lawry Aguila Elizabeth Levitis Ahmed Abdulaal Andre Altmann James Cole DiffM MedIm 65 0 0 28 Aug 2024
Merging and Splitting Diffusion Paths for Semantically Coherent Panoramas Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara 82 3 0 28 Aug 2024
Hand1000: Generating Realistic Hands from Text with Only 1,000 Images Haozhuo Zhang B. Zhu Yu Cao Y. Hao VLM 149 3 0 28 Aug 2024
Avoiding Generative Model Writer's Block With Embedding Nudging Ali Zand Milad Nasr 36 0 0 28 Aug 2024
MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning Yifu Yuan Zhenrui Zheng Zibin Dong Jianye Hao OffRL 143 1 0 28 Aug 2024
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation Shengyuan Zhang Ling Yang Ziyue Li An Zhao Chenye Meng Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun 101 0 0 28 Aug 2024
GenRec: Unifying Video Generation and Recognition with Diffusion Models Zejia Weng Xitong Yang Zhen Xing Zuxuan Wu Yu-Gang Jiang VGen DiffM 106 7 0 27 Aug 2024
Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment Xuan Xu S. Kapse Prateek Prasanna MedIm 64 2 0 27 Aug 2024
On latent dynamics learning in nonlinear reduced order modeling N. Farenga S. Fresca Simone Brivio Andrea Manzoni AI4CE 75 2 0 27 Aug 2024
DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-Rays Yiran Sun Hana Baroudi Tucker Netherton Laurence Court Osama Mawlawi Ashok Veeraraghavan Guha Balakrishnan DiffM MedIm 99 6 0 27 Aug 2024
Constrained Diffusion Models via Dual Training Shervin Khalafi Dongsheng Ding Alejandro Ribeiro 118 4 0 27 Aug 2024
LN-Gen: Rectal Lymph Nodes Generation via Anatomical Features Weidong Guo Hantao Zhang Shouhong Wan Bingbing Zou Wanqin Wang Peiquan Jin MedIm 85 0 0 27 Aug 2024
Alfie: Democratising RGBA Image Generation With No Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara DiffM 93 6 0 27 Aug 2024
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation Xiaojuan Wang Boyang Zhou Brian L. Curless Ira Kemelmacher-Shlizerman Aleksander Holynski Steven M. Seitz DiffM 124 18 0 27 Aug 2024
OctFusion: Octree-based Diffusion Models for 3D Shape Generation Bojun Xiong Si-Tong Wei Xin-Yang Zheng Yan-Pei Cao Zhouhui Lian Peng-Shuai Wang 110 11 0 27 Aug 2024
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data Langrui Zhou Guang Li MedIm 166 1 0 26 Aug 2024
MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement Xu He Xiaoyu Li Di Kang Jiangnan Ye Chaopeng Zhang Liyang Chen Xiangjun Gao Han Zhang Zhiyong Wu Haolin Zhuang DiffM 152 7 0 26 Aug 2024
SurGen: Text-Guided Diffusion Model for Surgical Video Generation Joseph Cho Samuel Schmidgall C. Zakka Mrudang Mathur Dhamanpreet Kaur R. Shad W. Hiesinger VGen MedIm 133 8 0 26 Aug 2024
DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning Tobias Lingenberg Markus Reuter Gopika Sudhakaran Dominik Gojny Stefan Roth Simone Schaub-Meyer DiffM 128 3 0 26 Aug 2024
Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching Minghao Liu Le Zhang Yingjie Tian Xiaochao Qu Luoqi Liu Ting Liu DiffM CoGe 91 4 0 25 Aug 2024
GenCA: A Text-conditioned Generative Model for Realistic and Drivable Codec Avatars Keqiang Sun Amin Jourabloo Riddhish Bhalodia Moustafa Meshry Yu Rong ... Christian Haene Jiu Xu Sam Johnson Hongsheng Li Sofien Bouaziz DiffM 94 1 0 24 Aug 2024
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing Yangyang Xu Wenqi Shao Yong Du Haiming Zhu Yang Zhou Ping Luo Shengfeng He DiffM 95 2 0 23 Aug 2024
Latent Space Disentanglement in Diffusion Transformers Enables Zero-shot Fine-grained Semantic Editing Zitao Shuai Chenwei Wu Zhengxu Tang Bowen Song Liyue Shen 68 0 0 23 Aug 2024
Abstract Art Interpretation Using ControlNet Rishabh Srivastava Addrish Roy 29 0 0 23 Aug 2024
DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models Wuchao Li Rui Huang Haijun Zhao Chi Liu Kai Zheng ... Defu Lian Yang Song Wentian Bao Enyun Yu Wenwu Ou DiffM 94 14 0 22 Aug 2024