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"

36 / 36 papers shown

Title
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning Bin-Bin Gao VLM 132 0 0 14 May 2025
ShieldGemma 2: Robust and Tractable Image Content Moderation Wenjun Zeng D. Kurniawan Ryan Mullins Yuchi Liu Tamoghna Saha ... Mani Malek Hamid Palangi Joon Baek Rick Pereira Karthik Narasimhan AI4MH 90 0 0 01 Apr 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 141 0 0 09 Mar 2025
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 89 10 0 05 Sep 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 93 3 0 28 Jun 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Eyal Michaeli Ohad Fried 81 1 0 20 Jun 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 56 17 0 11 Jun 2024
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 146 15 0 04 Dec 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 Yan Li Di Zhang VLM 172 25 0 24 Nov 2023
Generative Prompt Model for Weakly Supervised Object Localization Yuzhong Zhao QiXiang Ye Weijia Wu Chunhua Shen Fang Wan WSOL VLM DiffM 64 29 0 19 Jul 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 223 227 0 03 Mar 2023
Generalized Decoding for Pixel, Image, and Language Xueyan Zou Zi-Yi Dou Jianwei Yang Zhe Gan Linjie Li ... Lu Yuan Nanyun Peng Lijuan Wang Yong Jae Lee Jianfeng Gao VLM MLLM ObjD 71 253 0 21 Dec 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 84 299 0 14 Oct 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 148 1,756 0 02 Aug 2022
DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation Zhenyu Li Zehui Chen Xianming Liu Junjun Jiang ViT MDE 57 185 1 27 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 221 30,089 0 01 Mar 2022
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations Daiqing Li Huan Ling Seung Wook Kim Karsten Kreis Adela Barriuso Sanja Fidler Antonio Torralba 104 107 0 12 Jan 2022
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 91 194 0 15 Dec 2021
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 249 530 0 06 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 200 2,348 0 02 Dec 2021
EditGAN: High-Precision Semantic Image Editing Huan Ling Karsten Kreis Daiqing Li Seung Wook Kim Antonio Torralba Sanja Fidler DiffM GAN 47 203 0 04 Nov 2021
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation Jiaxin Cheng Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed VLM 54 55 0 27 Aug 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 173 1,527 0 13 Jul 2021
Cascaded Diffusion Models for High Fidelity Image Generation Jonathan Ho Chitwan Saharia William Chan David J. Fleet Mohammad Norouzi Tim Salimans 136 1,213 0 30 May 2021
A Closer Look at Self-training for Zero-Label Semantic Segmentation Giuseppe Pastore Fabio Cermelli Yongqin Xian Massimiliano Mancini Zeynep Akata Barbara Caputo VLM 110 69 0 21 Apr 2021
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Yuxuan Zhang Huan Ling Jun Gao K. Yin Jean-Francois Lafleche Adela Barriuso Antonio Torralba Sanja Fidler 3DH GAN VLM 74 334 0 13 Apr 2021
Bootstrapping Semantic Segmentation with Regional Contrast Shikun Liu Shuaifeng Zhi Edward Johns Andrew J. Davison ISeg 55 124 0 09 Apr 2021
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 90 139 0 16 Aug 2020
Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition Yunhao Ge Jiaping Zhao Laurent Itti 44 8 0 19 Mar 2020
Virtual KITTI 2 Yohann Cabon Naila Murray Martin Humenberger 3DPC 61 284 0 29 Jan 2020
Zero-Shot Semantic Segmentation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM SSeg 122 319 0 03 Jun 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 120 4,042 0 25 Feb 2019
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 887 11,587 0 06 Apr 2016
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 252 6,887 0 12 Mar 2015
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 185 4,049 0 09 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 410 16,947 0 20 Dec 2013