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AI-Generated Images as Data Source: The Dawn of Synthetic Era

3 October 2023

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Papers citing "AI-Generated Images as Data Source: The Dawn of Synthetic Era"

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Title
Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding Zilin Du Haoxin Li Jianfei Yu Boyang Li 459 0 0 01 Dec 2024
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 119 37 0 22 Sep 2023
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models Wei Wu Yuzhong Zhao Hao Chen Yuchao Gu Rui Zhao Yefei He Hong Zhou Mike Zheng Shou Chunhua Shen 83 104 0 11 Aug 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models Daiqing Li Huan Ling Amlan Kar David Acuna Seung Wook Kim Karsten Kreis Antonio Torralba Sanja Fidler VLM DiffM 57 29 0 14 Jul 2023
DifFSS: Diffusion Model for Few-Shot Semantic Segmentation Weimin Tan Siyuan Chen Bo Yan DiffM 52 25 0 03 Jul 2023
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyunwoo Oh Won-Ki Jeong MedIm DiffM 45 30 0 25 Jun 2023
Edit-DiffNeRF: Editing 3D Neural Radiance Fields using 2D Diffusion Model Lu Yu Weikang Xiang Kang Han DiffM 61 15 0 15 Jun 2023
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image Mingjian Zhu Hanting Chen Qiang Yan Xu Huang Guanyu Lin Wei Li Zhaopeng Tu Hailin Hu Jie Hu Yunhe Wang VLM 60 138 0 14 Jun 2023
StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar Generation Chi Zhang Yiwen Chen Yijun Fu Zheng-Yang Zhou YU Gang Billzb Wang Bin-Bin Fu Tao Chen Guosheng Lin Chunhua Shen DiffM 72 29 0 30 May 2023
Generalizable Pose Estimation Using Implicit Scene Representations Vaibhav Saxena Kamal Rahimi Malekshan Linh Tran Yotto Koga 96 2 0 26 May 2023
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model Fenghe Tang Jianrui Ding Lingtao Wang Min Xian C. Ning DiffM MedIm 110 13 0 16 May 2023
Synthetic Data from Diffusion Models Improves ImageNet Classification Shekoofeh Azizi Simon Kornblith Chitwan Saharia Mohammad Norouzi David J. Fleet VLM DiffM 97 314 0 17 Apr 2023
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation Jiazheng Xu Xiao Liu Yuchen Wu Yuxuan Tong Qinkai Li Ming Ding Jie Tang Yuxiao Dong 125 376 0 12 Apr 2023
$Event-based Camera Tracker by $\nabla$t NeRF$ Event-based Camera Tracker by $\nabla$ t NeRF Mana Masuda Yusuke Sekikawa Hideo Saito 48 4 0 07 Apr 2023
Leveraging GANs for data scarcity of COVID-19: Beyond the hype Hazrat Ali C. Grönlund Zubair Shah MedIm 48 5 0 07 Apr 2023
DreamBooth3D: Subject-Driven Text-to-3D Generation Amit Raj S. Kaza Ben Poole Michael Niemeyer Nataniel Ruiz ... Kfir Aberman Michael Rubinstein Jonathan T. Barron Yuanzhen Li Varun Jampani DiffM 79 227 0 23 Mar 2023
StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields Kunhao Liu Fangneng Zhan Yiwen Chen Jiahui Zhang Yingchen Yu Abdulmotaleb El Saddik Shijian Lu Eric Xing 109 58 0 19 Mar 2023
CROSSFIRE: Camera Relocalization On Self-Supervised Features from an Implicit Representation Arthur Moreau Nathan Piasco Moussâb Bennehar D. Tsishkou B. Stanciulescu A. de La Fortelle 47 34 0 08 Mar 2023
3D generation on ImageNet Ivan Skorokhodov Aliaksandr Siarohin Yinghao Xu Jian Ren Hsin-Ying Lee Peter Wonka Sergey Tulyakov 108 55 0 02 Mar 2023
Benchmarking Deepart Detection Yabin Wang Zhiwu Huang Xiaopeng Hong 75 11 0 28 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 148 4,113 1 10 Feb 2023
Effective Data Augmentation With Diffusion Models Brandon Trabucco Kyle Doherty Max Gurinas Ruslan Salakhutdinov DiffM VLM 83 254 0 07 Feb 2023
K-Planes: Explicit Radiance Fields in Space, Time, and Appearance Sara Fridovich-Keil Giacomo Meanti Frederik Warburg Benjamin Recht Angjoo Kanazawa VGen 126 583 0 24 Jan 2023
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion Tengfei Wang Bo Zhang Ting Zhang Shuyang Gu Jianmin Bao ... Jingjing Shen Dong Chen Fang Wen Qifeng Chen B. Guo 100 286 0 12 Dec 2022
Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation Haochen Wang Xiaodan Du Jiahao Li Raymond A. Yeh Gregory Shakhnarovich DiffM 130 550 0 01 Dec 2022
On the detection of synthetic images generated by diffusion models Riccardo Corvi D. Cozzolino Giada Zingarini Giovanni Poggi Koki Nagano L. Verdoliva 171 234 0 01 Nov 2022
Synthetic Data Supervised Salient Object Detection Zhenyu Wu Lin Wang Wei Wang Tengfei Shi Chenglizhao Chen Aimin Hao Shuo Li 57 22 0 25 Oct 2022
Boomerang: Local sampling on image manifolds using diffusion models Lorenzo Luzi P. Mayer Josue Casco-Rodriguez Ali Siahkoohi Richard G. Baraniuk DiffM 80 20 0 21 Oct 2022
Intra-Source Style Augmentation for Improved Domain Generalization Yumeng Li Dan Zhang Margret Keuper Anna Khoreva 73 33 0 18 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 190 3,482 0 16 Oct 2022
Is synthetic data from generative models ready for image recognition? Ruifei He Shuyang Sun Xin Yu Chuhui Xue Wenqing Zhang Philip Torr Song Bai Xiaojuan Qi 94 302 0 14 Oct 2022
NARF22: Neural Articulated Radiance Fields for Configuration-Aware Rendering Stanley Lewis Jana Pavlasek Odest Chadwicke Jenkins AI4CE 97 8 0 03 Oct 2022
Loc-NeRF: Monte Carlo Localization using Neural Radiance Fields Dominic Maggio Marcus Abate Jingang Shi C. Mario Luca Carlone 91 85 0 19 Sep 2022
Can segmentation models be trained with fully synthetically generated data? Virginia Fernandez W. H. Pinaya Pedro Borges Petru-Daniel Tudosiu M. Graham Tom Vercauteren M. Jorge Cardoso DiffM MedIm 93 46 0 17 Sep 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 279 2,861 0 25 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 160 1,889 0 02 Aug 2022
VMRF: View Matching Neural Radiance Fields Jiahui Zhang Fangneng Zhan Rongliang Wu Yingchen Yu Wenqing Zhang Bai Song Xiaoqin Zhang Shijian Lu 66 22 0 06 Jul 2022
ARF: Artistic Radiance Fields Kai Zhang Nicholas I. Kolkin Sai Bi Fujun Luan Zexiang Xu Eli Shechtman Noah Snavely 3DH VGen 69 142 0 13 Jun 2022
Nerfels: Renderable Neural Codes for Improved Camera Pose Estimation Gil Avraham Julian Straub Tianwei Shen Tsun-Yi Yang Hugo Germain Chris Sweeney Vasileios Balntas David Novotny Daniel DeTone Richard Newcombe 49 11 0 04 Jun 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 404 6,866 0 13 Apr 2022
A Visual Navigation Perspective for Category-Level Object Pose Estimation Jiaxin Guo Fangxun Zhong R. Xiong Yunhui Liu Yue Wang Yiyi Liao OCL 73 7 0 25 Mar 2022
TensoRF: Tensorial Radiance Fields Anpei Chen Zexiang Xu Andreas Geiger Jingyi Yu Hao Su 104 1,303 0 17 Mar 2022
NeRF-Supervision: Learning Dense Object Descriptors from Neural Radiance Fields Lin Yen-Chen Peter R. Florence Jonathan T. Barron Nayeon Lee Alberto Rodriguez Phillip Isola 91 122 0 03 Mar 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 330 4,037 0 16 Jan 2022
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations Daiqing Li Huan Ling Seung Wook Kim Karsten Kreis Adela Barriuso Sanja Fidler Antonio Torralba 119 107 0 12 Jan 2022
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 353 3,605 0 20 Dec 2021
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 86 235 0 14 Dec 2021
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 272 1,658 0 09 Dec 2021
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 274 536 0 06 Dec 2021
Zero-Shot Text-Guided Object Generation with Dream Fields Ajay Jain B. Mildenhall Jonathan T. Barron Pieter Abbeel Ben Poole 73 565 0 02 Dec 2021