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"

50 / 80 papers shown

Title
Scene-Aware Location Modeling for Data Augmentation in Automotive Object Detection Jens Petersen Davide Abati A. Habibian Auke Wiggers ViT 3DPC 48 0 0 23 Apr 2025
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos DiffM VOS 43 1 0 07 Apr 2025
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW Masakazu Yoshimura Junji Otsuka Radu Berdan Takeshi Ohashi 37 0 0 03 Apr 2025
Foreground Focus: Enhancing Coherence and Fidelity in Camouflaged Image Generation Pei-Chi Chen Yi Yao Chan-Feng Hsu Hongxia Xie Hung-Jen Chen Hong-Han Shuai Wen-Huang Cheng DiffM 46 0 0 02 Apr 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 31 0 0 01 Apr 2025
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation Minho Park S. Park Jungsoo Lee Hyojin Park Kyuwoong Hwang Fatih Porikli Jaegul Choo Sungha Choi 29 0 0 28 Mar 2025
A Unified Image-Dense Annotation Generation Model for Underwater Scenes Hongkai Lin Dingkang Liang Zhenghao Qi X. Bai DiffM 36 0 0 27 Mar 2025
PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ChangHee Yang H. Song Seokhun Choi Seungwoo Lee Jaechul Kim Hoseok Do 43 0 0 17 Mar 2025
DiffEGG: Diffusion-Driven Edge Generation as a Pixel-Annotation-Free Alternative for Instance Annotation Sanghyun Jo Ziseok Lee Wooyeol Lee Kyungsu Kim 34 0 0 11 Mar 2025
Automated Movie Generation via Multi-Agent CoT Planning Weijia Wu Zeyu Zhu Mike Zheng Shou VGen 70 1 0 10 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 84 0 0 09 Mar 2025
SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations W. Liu Pei Yang Wenhui Hong Xiaoguang Mei Jiayi Ma DiffM 61 0 0 24 Feb 2025
Effective and secure federated online learning to rank Shuyi Wang 31 0 0 26 Dec 2024
OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation Bohan Li Xin Jin J. Wang Yukai Shi Yasheng Sun ... Zhuang Ma Baao Xie Chao Ma Xiaokang Yang Wenjun Zeng DiffM 89 0 0 15 Dec 2024
TextSSR: Diffusion-based Data Synthesis for Scene Text Recognition Xingsong Ye Yongkun Du Yunbo Tao Z. Chen DiffM 96 0 0 02 Dec 2024
SynDiff-AD: Improving Semantic Segmentation and End-to-End Autonomous Driving with Synthetic Data from Latent Diffusion Models Harsh Goel Sai Shankar Narasimhan Oguzhan Akcin Sandeep P. Chinchali DiffM 74 2 0 25 Nov 2024
$$\textit{Revelio}$: Interpreting and leveraging semantic information in diffusion models$ $\textit{Revelio}$ : Interpreting and leveraging semantic information in diffusion models Dahye Kim Xavier Thomas Deepti Ghadiyaram 67 0 0 23 Nov 2024
Image Understanding Makes for A Good Tokenizer for Image Generation Luting Wang Yang Zhao Zijian Zhang Jiashi Feng Si Liu Bingyi Kang VLM 21 4 0 07 Nov 2024
The Cat and Mouse Game: The Ongoing Arms Race Between Diffusion Models and Detection Methods Linda Laurier Ave Giulietta Arlo Octavia Meade Cleti 45 3 0 24 Oct 2024
SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning Zhewei Dai Shilei Zeng Haotian Liu Xurui Li Feng Xue Yu Zhou DiffM 21 1 0 19 Oct 2024
Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion Yijun Liang Shweta Bhardwaj Tianyi Zhou 26 0 0 17 Oct 2024
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data Xilin He Cheng Luo Xiaole Xian Bing Li Siyang Song Muhammad Haris Khan Weicheng Xie L. Shen Zongyuan Ge 30 4 0 13 Oct 2024
DFIMat: Decoupled Flexible Interactive Matting in Multi-Person Scenarios Siyi Jiao Wenzheng Zeng Changxin Gao Nong Sang 25 1 0 13 Oct 2024
Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis Ahmed Abdullah Nikolas Ebert Oliver Wasenmüller ObjD 25 1 0 09 Oct 2024
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques Benyuan Meng Qianqian Xu Zitai Wang Zhiyong Yang Xiaochun Cao Qingming Huang 14 0 0 09 Oct 2024
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features Benyuan Meng Qianqian Xu Zitai Wang Xiaochun Cao Qingming Huang 24 1 0 04 Oct 2024
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation Muzhi Zhu Yang Liu Zekai Luo Chenchen Jing Hao Chen Guangkai Xu Xinlong Wang Chunhua Shen DiffM VLM 36 3 0 03 Oct 2024
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage Denis Zavadski Damjan Kalšan Carsten Rother DiffM MDE 20 5 0 13 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 52 9 0 05 Sep 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 40 4 0 23 Aug 2024
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 16 4 0 01 Aug 2024
WAS: Dataset and Methods for Artistic Text Segmentation Xudong Xie Yuzhe Li Yang Liu Zhifei Zhang Zhaowen Wang Wei Xiong Xiang Bai DiffM 36 2 0 31 Jul 2024
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection Kwanyong Park Kuniaki Saito Donghyun Kim VLM CoGe 37 0 0 21 Jul 2024
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model Wenqi Zhang Zhenglin Cheng Yuanyu He Mengna Wang Yongliang Shen ... Guiyang Hou Mingqian He Yanna Ma Weiming Lu Yueting Zhuang SyDa 59 9 0 09 Jul 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 54 3 0 28 Jun 2024
DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution Aiwen Jiang Zhi Wei Long Peng Feiqiang Liu Wenbo Li Mingwen Wang DiffM 40 2 0 24 Jun 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Eyal Michaeli Ohad Fried 47 1 0 20 Jun 2024
SimGen: Simulator-conditioned Driving Scene Generation Yunsong Zhou Michael Simon Zhenghao Peng Sicheng Mo Hongzi Zhu Minyi Guo Bolei Zhou VGen 44 11 0 13 Jun 2024
Dataset Enhancement with Instance-Level Augmentations Orest Kupyn Christian Rupprecht 32 9 0 12 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 29 16 0 11 Jun 2024
Generative Active Learning for Long-tailed Instance Segmentation Muzhi Zhu Chengxiang Fan Hao Chen Y. Liu Weian Mao Xiaogang Xu Chunhua Shen 35 5 0 04 Jun 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu Shiyu Li Yuxuan Liu Ping-Chia Huang Jiulong Shan Huimin Ma Jian Yuan 24 3 0 24 May 2024
MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation Zhiping Yu Chenyang Liu Liqin Liu Z. Shi Zhengxia Zou VGen 21 10 0 22 May 2024
URDFormer: A Pipeline for Constructing Articulated Simulation Environments from Real-World Images Zoey Chen Aaron Walsman Marius Memmel Kaichun Mo Alex Fang Karthikeya Vemuri Alan Wu Dieter Fox Abhishek Gupta AI4CE VGen 56 24 0 19 May 2024
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data Chengxiang Fan Muzhi Zhu Hao Chen Yang Liu Weijia Wu Huaqi Zhang Chunhua Shen DiffM 49 11 0 16 May 2024
ASAM: Boosting Segment Anything Model with Adversarial Tuning Bo Li Haoke Xiao Lv Tang 17 9 0 01 May 2024
Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation Yuan Wang Rui Sun Naisong Luo Yuwen Pan Tianzhu Zhang VLM 38 9 0 30 Mar 2024
Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models Pablo Marcos-Manchón Roberto Alcover-Couso Juan C. Sanmiguel Jose M. Martínez VLM 42 18 0 21 Mar 2024
DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception Yibo Wang Ruiyuan Gao Kai Chen Kaiqiang Zhou Yingjie Cai ... Zhenguo Li Lihui Jiang Dit-Yan Yeung Qiang Xu Kai Zhang DiffM 113 21 0 20 Mar 2024
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