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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

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Title
A Diffusion-Model of Joint Interactive Navigation Matthew Niedoba J. Lavington Yunpeng Liu Vasileios Lioutas Justice Sefas ... Dylan Green Setareh Dabiri Berend Zwartsenberg Adam Scibior Frank Wood DiffM 73 14 0 21 Sep 2023
License Plate Super-Resolution Using Diffusion Models Sawsan Alhalawani Bilel Benjdira Adel Ammar Anis Koubaa Anas M. Ali DiffM 66 8 0 21 Sep 2023
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition D. Cozzolino Koki Nagano Lucas A. Thomaz A. Majumdar L. Verdoliva 55 4 0 21 Sep 2023
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal Xiao Feng Zhang Tian Yi Song Jia Wei Yao VLM DiffM 110 3 0 21 Sep 2023
FreeU: Free Lunch in Diffusion U-Net Chenyang Si Ziqi Huang Yuming Jiang Ziwei Liu DiffM 119 147 0 20 Sep 2023
Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models Song Mei Yuchen Wu DiffM 86 28 0 20 Sep 2023
EDMP: Ensemble-of-costs-guided Diffusion for Motion Planning Kallol Saha V. Mandadi Jayaram Reddy Ajit Srikanth Aditya Agarwal Bipasha Sen Arun Singh Madhava Krishna DiffM 110 27 0 20 Sep 2023
TwinTex: Geometry-aware Texture Generation for Abstracted 3D Architectural Models Weidan Xiong Hongqian Zhang Botao Peng Ziyu Hu Yongli Wu Jianwei Guo Hui Huang DiffM 80 4 0 20 Sep 2023
Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context Rucha Deshpande Muzaffer Özbey Hua Li M. Anastasio F. Brooks MedIm DiffM 76 7 0 19 Sep 2023
PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance Peiqing Yang Shangchen Zhou Qingyi Tao Chen Change Loy DiffM 75 37 0 19 Sep 2023
AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration Lijiang Li Huixia Li Xiawu Zheng Jie Wu Xuefeng Xiao Rui Wang Min Zheng Xin Pan Yong Li Rongrong Ji 154 42 0 19 Sep 2023
Diffusion Methods for Generating Transition Paths Luke Triplett Jianfeng Lu 57 6 0 19 Sep 2023
DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving Xiaofeng Wang Zheng Hua Zhu Guan Huang Xinze Chen Jiagang Zhu Jiwen Lu VGen 116 168 0 18 Sep 2023
Gradpaint: Gradient-Guided Inpainting with Diffusion Models Asya Grechka Guillaume Couairon Matthieu Cord DiffM 115 13 0 18 Sep 2023
LiDAR Data Synthesis with Denoising Diffusion Probabilistic Models Kazuto Nakashima Ryo Kurazume DiffM 99 28 0 17 Sep 2023
Stack-and-Delay: a new codebook pattern for music generation Gaël Le Lan Varun K. Nagaraja Ernie Chang David Kant Zhaoheng Ni Yangyang Shi Forrest N. Iandola Vikas Chandra BDL 102 7 0 15 Sep 2023
Enhance audio generation controllability through representation similarity regularization Yangyang Shi Gaël Le Lan Varun K. Nagaraja Zhaoheng Ni Xinhao Mei Ernie Chang Forrest N. Iandola Yang Liu Vikas Chandra 68 1 0 15 Sep 2023
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? Danni Liu Jan Niehues 87 3 0 15 Sep 2023
Generalised Diffusion Probabilistic Scale-Spaces Pascal Peter DiffM 60 0 0 15 Sep 2023
A Generative Framework for Self-Supervised Facial Representation Learning Ruian He Zhen Xing Weimin Tan Bo Yan DiffM 65 0 0 15 Sep 2023
On Copyright Risks of Text-to-Image Diffusion Models Yang Zhang Teoh Tze Tzun Lim Wei Hern Haonan Wang Kenji Kawaguchi 173 10 0 15 Sep 2023
Generative Image Dynamics Zhengqi Li Richard Tucker Noah Snavely Aleksander Holynski DiffM 102 66 0 14 Sep 2023
Beta Diffusion Mingyuan Zhou Tianqi Chen Zhendong Wang Huangjie Zheng DiffM 95 13 0 14 Sep 2023
Diff-SV: A Unified Hierarchical Framework for Noise-Robust Speaker Verification Using Score-Based Diffusion Probabilistic Models Ju-ho Kim Ju-Sung Heo Hyun-Seo Shin Chanmann Lim Ha-Jin Yu DiffM 46 3 0 14 Sep 2023
Semantic Adversarial Attacks via Diffusion Models Chenan Wang Jinhao Duan Chaowei Xiao Edward Kim Matthew C. Stamm Kaidi Xu DiffM 70 10 0 14 Sep 2023
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models Zalan Fabian Berk Tınaz Mahdi Soltanolkotabi DiffM 97 6 0 12 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 205 223 0 12 Sep 2023
Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking Weitao Feng Jiyan He Jie Zhang Tianwei Zhang Wenbo Zhou Weiming Zhang Neng H. Yu WIGM 80 10 0 12 Sep 2023
Elucidating the solution space of extended reverse-time SDE for diffusion models Qinpeng Cui Xinyi Zhang Zongqing Lu Qingmin Liao DiffM 103 6 0 12 Sep 2023
Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models Sumeet Singh Stephen Tu Vikas Sindhwani DiffM 113 8 0 11 Sep 2023
ITI-GEN: Inclusive Text-to-Image Generation Cheng Zhang Xuanbai Chen Siqi Chai Chen Henry Wu Dmitry Lagun Thabo Beeler Fernando de la Torre VLM 124 58 0 11 Sep 2023
Diffusion-Based Co-Speech Gesture Generation Using Joint Text and Audio Representation Anna Deichler Shivam Mehta Simon Alexanderson Jonas Beskow DiffM 80 24 0 11 Sep 2023
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction Qinghui Liu E. Fuster-García I. T. Hovden Donatas Sederevičius Karoline Skogen ... Till Schellhorn P. Brandal A. Bjørnerud K. Emblem Kyrre Eeg Emblem 123 3 0 11 Sep 2023
Diff-Privacy: Diffusion-based Face Privacy Protection Xiao He Mingrui Zhu Dongxin Chen N. Wang Xinbo Gao DiffM 107 18 0 11 Sep 2023
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood Y. Zhu Jianwen Xie Yingnian Wu Ruiqi Gao DiffM 152 14 0 10 Sep 2023
VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching Yiwei Guo Chenpeng Du Ziyang Ma Xie Chen K. Yu DiffM 107 47 0 10 Sep 2023
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation Z. Zang Hao Luo Kaidi Wang Panpan Zhang F. Wang Stan. Z Li Yang You 89 5 0 10 Sep 2023
Editing 3D Scenes via Text Prompts without Retraining Shuangkang Fang Yufeng Wang Yezhou Yang Yi-Hsuan Tsai Wenrui Ding Shuchang Zhou Ming-Hsuan Yang DiffM 65 2 0 10 Sep 2023
SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models Shuchen Xue Mingyang Yi Weijian Luo Shifeng Zhang Jiacheng Sun Hao Sun Zhi-Ming Ma DiffM 165 52 0 10 Sep 2023
DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions Teng Fu Xiaocong Wang Haiyang Yu Ke Niu Bin Li Xiangyang Xue VOT ViT 95 9 0 09 Sep 2023
MaskDiffusion: Boosting Text-to-Image Consistency with Conditional Mask Yupeng Zhou Daquan Zhou Zuo-Liang Zhu Yaxing Wang Qibin Hou Jiashi Feng 75 12 0 08 Sep 2023
Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis Jiapeng Zhu Ceyuan Yang Kecheng Zheng Yinghao Xu Zifan Shi Yujun Shen MoE 97 8 0 07 Sep 2023
Zero-Shot Audio Captioning via Audibility Guidance Tal Shaharabany Ariel Shaulov Lior Wolf 55 4 0 07 Sep 2023
Text-to-feature diffusion for audio-visual few-shot learning Otniel-Bogdan Mercea Thomas Hummel A. Sophia Koepke Zeynep Akata VLM 84 2 0 07 Sep 2023
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption Teng Hu Jiangning Zhang Lu Liu Ran Yi Siqi Kou Haokun Zhu Xu Chen Yabiao Wang Chengjie Wang Lizhuang Ma DiffM 118 13 0 07 Sep 2023
Chasing Consistency in Text-to-3D Generation from a Single Image Yichen Ouyang Wenhao Chai Jiayi Ye Dapeng Tao Yibing Zhan Gaoang Wang DiffM 87 15 0 07 Sep 2023
Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation Zhuqiang Lu Kun Hu Chaoyue Wang Lei Bai Zhiyong Wang 89 18 0 07 Sep 2023
Matcha-TTS: A fast TTS architecture with conditional flow matching Shivam Mehta Ruibo Tu Jonas Beskow Éva Székely G. Henter 114 96 0 06 Sep 2023
MCM: Multi-condition Motion Synthesis Framework for Multi-scenario Zeyu Ling Bo Han Yongkang Wong Mohan Kankanhalli Weidong Geng DiffM 61 6 0 06 Sep 2023
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller DiffM VLM 96 5 0 06 Sep 2023