DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models

11 August 2023

Hao Chen

Chunhua Shen

Papers citing "DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models"

31 / 81 papers shown

Title
Generative Enhancement for 3D Medical Images Lingting Zhu Noel Codella Dongdong Chen Zhenchao Jin Lu Yuan Lequan Yu DiffM MedIm 32 10 0 19 Mar 2024
DreamDA: Generative Data Augmentation with Diffusion Models Yunxiang Fu Chaoqi Chen Yu Qiao Yizhou Yu VLM DiffM 27 12 0 19 Mar 2024
HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data Mengqi Zhang Yang Fu Zheng Ding Sifei Liu Zhuowen Tu Xiaolong Wang 36 17 0 18 Mar 2024
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models Yongtao Ge Wenjia Wang Yongfan Chen Hao Chen Chunhua Shen 3DH 30 8 0 17 Mar 2024
DragAnything: Motion Control for Anything using Entity Representation Wejia Wu Zhuang Li Yuchao Gu Rui Zhao Yefei He David Junhao Zhang Mike Zheng Shou Yan Li Tingting Gao Di Zhang VGen 71 51 0 12 Mar 2024
Distribution-Aware Data Expansion with Diffusion Models Haowei Zhu Ling Yang Jun-Hai Yong Hongzhi Yin Jiawei Jiang Meng Xiao Wentao Zhang Bin Wang 22 2 0 11 Mar 2024
A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation Hanxi Li Zhengxun Zhang Hao Chen Lin Wu Bo Li Deyin Liu Mingwen Wang 38 2 0 29 Feb 2024
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Fengyi Shen Li Zhou Kagan Kucukaytekin Ziyuan Liu He Wang Alois C. Knoll DiffM 19 2 0 09 Feb 2024
Zero-Shot Learning for the Primitives of 3D Affordance in General Objects Hyeonwoo Kim Sookwan Han Patrick Kwon Hanbyul Joo DiffM 30 13 0 23 Jan 2024
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities Xu Yan Haiming Zhang Yingjie Cai Jingming Guo Weichao Qiu ... Lihui Jiang Wei Zhang Hongbo Zhang Dengxin Dai Bingbing Liu 51 16 0 16 Jan 2024
Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation Qin Guo Tianwei Lin DiffM 18 28 0 15 Dec 2023
GenQ: Quantization in Low Data Regimes with Generative Synthetic Data Yuhang Li Youngeun Kim Donghyun Lee Souvik Kundu Priyadarshini Panda MQ 20 1 0 07 Dec 2023
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control Yuru Jia Lukas Hoyer Shengyu Huang Tianfu Wang Luc Van Gool Konrad Schindler Anton Obukhov DiffM 28 17 0 05 Dec 2023
Readout Guidance: Learning Control from Diffusion Features Grace Luo Trevor Darrell Oliver Wang Dan B. Goldman Aleksander Holynski 16 21 0 04 Dec 2023
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Zhuoran Yu Chenchen Zhu Sean Culatana Raghuraman Krishnamoorthi Fanyi Xiao Yong Jae Lee 109 13 0 04 Dec 2023
UniGS: Unified Representation for Image Generation and Segmentation Lu Qi Lehan Yang Weidong Guo Yu-Syuan Xu Bo Du Varun Jampani Ming-Hsuan Yang 22 17 0 04 Dec 2023
SynFundus-1M: A High-quality Million-scale Synthetic fundus images Dataset with Fifteen Types of Annotation Fangxin Shang Jie Fu Yehui Yang Haifeng Huang Junwei Liu Lei Ma MedIm 27 1 0 01 Dec 2023
Continual Learning for Image Segmentation with Dynamic Query Weijia Wu Yuzhong Zhao Zhuang Li Lianlei Shan Hong Zhou Mike Zheng Shou VLM CLL 37 15 0 29 Nov 2023
Paragraph-to-Image Generation with Information-Enriched Diffusion Model Weijia Wu Zhuang Li Yefei He Mike Zheng Shou Chunhua Shen Lele Cheng Yan Li Tingting Gao Di Zhang VLM 123 24 0 24 Nov 2023
DatasetNeRF: Efficient 3D-aware Data Factory with Generative Radiance Fields Yu Chi Fangneng Zhan Sibo Wu Christian Theobalt Adam Kortylewski 19 1 0 18 Nov 2023
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis Hanrong Ye Jason Kuen Qing Liu Zhe-nan Lin Brian L. Price Dan Xu VLM 18 10 0 06 Nov 2023
A General Protocol to Probe Large Vision Models for 3D Physical Understanding Guanqi Zhan Chuanxia Zheng Weidi Xie Andrew Zisserman DiffM 17 14 0 10 Oct 2023
MagicDrive: Street View Generation with Diverse 3D Geometry Control Ruiyuan Gao Kai Chen Enze Xie Lanqing Hong Zhenguo Li Dit-Yan Yeung Qiang Xu DiffM 31 102 0 04 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 25 18 0 03 Oct 2023
GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation Kai Chen Enze Xie Zhe Chen Yibo Wang Lanqing Hong Zhenguo Li Dit-Yan Yeung DiffM 20 21 0 07 Jun 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 212 2,232 0 22 Mar 2023
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models Jiarui Xu Sifei Liu Arash Vahdat Wonmin Byeon Xiaolong Wang Shalini De Mello VLM 209 318 0 08 Mar 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception Wenliang Zhao Yongming Rao Zuyan Liu Benlin Liu Jie Zhou Jiwen Lu ObjD VLM MDE 158 213 0 03 Mar 2023
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review Enes ALTUNCU V. N. Franqueira Shujun Li 14 11 0 21 Aug 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 195 508 0 06 Dec 2021
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 213 739 0 28 Mar 2018