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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,136 papers shown

Title
MoDiPO: text-to-motion alignment via AI-feedback-driven Direct Preference Optimization Massimiliano Pappa Luca Collorone Giovanni Ficarra Indro Spinelli Yuta Kyuragi 80 2 0 06 May 2024
Data-driven approaches for electrical impedance tomography image segmentation from partial boundary data Alexander Denker Ž. Kereta I. Singh Tom Freudenberg T. Kluth Peter Maass Simon Arridge 78 3 0 06 May 2024
An Empty Room is All We Want: Automatic Defurnishing of Indoor Panoramas Mira Slavcheva Dave Gausebeck Kevin Chen David Buchhofer Azwad Sabik Chen Ma Sachal Dhillon Olaf Brandt Alan Dolhasz 74 6 0 06 May 2024
Generated Contents Enrichment Mahdi Naseri Jiayan Qiu Zhou Wang 124 0 0 06 May 2024
Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond Zheng Zhu Xiaofeng Wang Wangbo Zhao Chen Min Nianchen Deng ... Dawei Zhao Liang Xiao Jian-jun Zhao Jiwen Lu Guan Huang VGen LM&Ro 187 48 0 06 May 2024
POPDG: Popular 3D Dance Generation with PopDanceSet Zhenye Luo Min Ren Xuecai Hu Yongzhen Huang Li Yao 90 9 0 06 May 2024
CCDM: Continuous Conditional Diffusion Models for Image Generation Xin Ding Member Ieee Yongwei Wang Kao Zhang F. I. Z. Jane Wang DiffM 145 5 0 06 May 2024
MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior Honghua Chen Chen Change Loy Xingang Pan 80 15 0 05 May 2024
VectorPainter: Advanced Stylized Vector Graphics Synthesis Using Stroke-Style Priors Juncheng Hu Ximing Xing Zhengqi Zhang Jing Zhang 87 0 0 05 May 2024
U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers Yuchuan Tian Zhijun Tu Hanting Chen Jie Hu Chao Xu Yunhe Wang 88 23 0 04 May 2024
Functional Imaging Constrained Diffusion for Brain PET Synthesis from Structural MRI Minhui Yu Mengqi Wu Ling Yue Andrea Bozoki Mingxia Liu DiffM MedIm 97 1 0 03 May 2024
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding Kaiyuan Chen Xingzhuo Guo Yu Zhang Jianmin Wang Mingsheng Long DiffM 62 1 0 03 May 2024
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics Rucha Deshpande Varun A. Kelkar Dimitrios S. Gotsis Prabhat Kc Rongping Zeng Kyle J. Myers F. Brooks M. Anastasio MedIm 77 4 0 03 May 2024
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention Cedric Deslandes Whitney Justin Norman 92 25 0 03 May 2024
Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning Rafael Elberg Denis Parra Mircea Petrache MedIm DiffM 82 4 0 02 May 2024
Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models Matías Mendieta Guangyu Sun Chong Chen 96 5 0 02 May 2024
Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance Kelvin C. K. Chan Yang Zhao Xuhui Jia Ming-Hsuan Yang Huisheng Wang 123 3 0 02 May 2024
Part-aware Shape Generation with Latent 3D Diffusion of Neural Voxel Fields Yuhang Huang SHilong Zou Xinwang Liu K. Xu DiffM 200 0 0 02 May 2024
Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers Palawat Busaranuvong Emmanuel O. Agu Deepak Kumar Shefalika Gautam Reza Saadati Fard B. Tulu Diane Strong MedIm 74 1 0 01 May 2024
TexSliders: Diffusion-Based Texture Editing in CLIP Space Julia Guerrero-Viu Milos Hasan Arthur Roullier Midhun Harikumar Yiwei Hu Paul Guerrero Diego F. F. Gutierrez B. Masiá Valentin Deschaintre DiffM 76 13 0 01 May 2024
Lane Segmentation Refinement with Diffusion Models Antonio Ruiz Andrew Melnik Dong Wang Helge J. Ritter DiffM 112 3 0 01 May 2024
In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol Wei-Han Wang Chin-Yuan Yeh Hsi-Wen Chen De-Nian Yang Ming-Syan Chen 96 0 0 01 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 105 1 0 01 May 2024
At the edge of a generative cultural precipice Diego Porres Alex Gomez-Villa 76 0 0 30 Apr 2024
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet D. Tariang Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva 114 8 0 30 Apr 2024
Lightplane: Highly-Scalable Components for Neural 3D Fields Ang Cao Justin Johnson Andrea Vedaldi David Novotny 99 9 0 30 Apr 2024
TwinDiffusion: Enhancing Coherence and Efficiency in Panoramic Image Generation with Diffusion Models Teng Zhou Yongchuan Tang DiffM 165 2 0 30 Apr 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 134 45 0 29 Apr 2024
Convergence Properties of Score-Based Models using Graduated Optimisation for Linear Inverse Problems Pascal Fernsel Ž. Kereta Alexander Denker DiffM 120 0 0 29 Apr 2024
SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods Manos Schinas Symeon Papadopoulos VLM EGVM 81 9 0 29 Apr 2024
BUFF: Boosted Decision Tree based Ultra-Fast Flow matching Cheng Jiang Sitian Qian Huilin Qu 116 1 0 28 Apr 2024
Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling Di Wu Shicai Fan Xue Zhou Li Yu Yuzhong Deng Jianxiao Zou Baihong Lin DiffM 121 5 0 27 Apr 2024
Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models Aneesh Komanduri Chengli Zhao Feng Chen Xintao Wu CML DiffM 93 8 0 27 Apr 2024
SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes Georgia Baltsou Ioannis Sarridis C. Koutlis Symeon Papadopoulos 70 3 0 26 Apr 2024
Trinity Detector:text-assisted and attention mechanisms based spectral fusion for diffusion generation image detection Jiawei Song Dengpan Ye Yunming Zhang DiffM 83 3 0 26 Apr 2024
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models Adrien Le Coz Houssem Ouertatani Stéphane Herbin Faouzi Adjed 56 0 0 26 Apr 2024
ReflectanceFusion: Diffusion-based text to SVBRDF Generation Bowen Xue G. C. Guarnera Shuang Zhao Zahra Montazeri 65 2 0 25 Apr 2024
Multimodal Semantic-Aware Automatic Colorization with Diffusion Prior Han Wang Xinning Chai Yiwen Wang Yuhong Zhang Rong Xie Li Song DiffM 77 2 0 25 Apr 2024
Conditional Distribution Modelling for Few-Shot Image Synthesis with Diffusion Models Parul Gupta Munawar Hayat Abhinav Dhall Thanh-Toan Do DiffM 81 1 0 25 Apr 2024
SynCellFactory: Generative Data Augmentation for Cell Tracking Moritz Sturm Lorenzo Cerrone Fred A. Hamprecht 97 4 0 25 Apr 2024
One Noise to Rule Them All: Learning a Unified Model of Spatially-Varying Noise Patterns Arman Maesumi Dylan Hu Krishi Saripalli Vladimir G. Kim Matthew Fisher Sören Pirk Daniel E. Ritchie DiffM 74 2 0 25 Apr 2024
Enhancing Deep Knowledge Tracing via Diffusion Models for Personalized Adaptive Learning Ming-Mu Kuo Shouvon Sarker Lijun Qian Yujian Fu Xiangfang Li Xishuang Dong AI4Ed 89 1 0 25 Apr 2024
CFMW: Cross-modality Fusion Mamba for Robust Object Detection under Adverse Weather Haoyuan Li Qi Hu You Yao You Yao Peng Chen Kailun Yang Peng Chen 84 6 0 25 Apr 2024
Beyond Deepfake Images: Detecting AI-Generated Videos Danial Samadi Vahdati Tai D. Nguyen Aref Azizpour Matthew C. Stamm 125 16 0 24 Apr 2024
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations Kaiwen Xue Yuhao Zhou Shen Nie Xu Min Xiaolu Zhang Jun Zhou Chongxuan Li DiffM 117 15 0 24 Apr 2024
AnoFPDM: Anomaly Segmentation with Forward Process of Diffusion Models for Brain MRI Yiming Che Fazle Rafsani Jay Shah M. R. Siddiquee Teresa Wu MedIm DiffM 114 2 0 24 Apr 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 119 6 0 24 Apr 2024
MatFusion: A Generative Diffusion Model for SVBRDF Capture Sam Sartor Pieter Peers 83 31 0 24 Apr 2024
GLoD: Composing Global Contexts and Local Details in Image Generation Moyuru Yamada DiffM 44 1 0 23 Apr 2024
From Parts to Whole: A Unified Reference Framework for Controllable Human Image Generation Zehuan Huang Hongxing Fan Lipeng Wang Lu Sheng DiffM 83 11 0 23 Apr 2024