DiffusionEngine: Diffusion Model is Scalable Data Engine for Object
Detection

DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection

7 September 2023

Wei Liu

Min Zheng

Papers citing "DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection"

18 / 18 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
DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Mode Junjia Huang Pengxiang Yan Jinhang Cai Jiyang Liu Zhao Wang Yitong Wang Xinglong Wu Guanbin Li DiffM 70 0 0 17 Mar 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 33 0 0 03 Jan 2025
Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding Zilin Du Haoxin Li Jianfei Yu Boyang Li 99 0 0 01 Dec 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
ResVG: Enhancing Relation and Semantic Understanding in Multiple Instances for Visual Grounding Minghang Zheng Jiahua Zhang Qingchao Chen Yuxin Peng Yang Liu ObjD 19 2 0 29 Aug 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
ByteEdit: Boost, Comply and Accelerate Generative Image Editing Yuxi Ren Jie Wu Yanzuo Lu Huafeng Kuang Xin Xia ... Shiyin Wang Xuefeng Xiao Yitong Wang Min Zheng Lean Fu 21 5 0 07 Apr 2024
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models Barbara Toniella Corradini Mustafa Shukor Paul Couairon Guillaume Couairon Franco Scarselli Matthieu Cord DiffM VLM 38 4 0 29 Mar 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion Shuai Xiang Pieter M. Blok James Burridge Haozhou Wang Wei Guo 29 0 0 27 Mar 2024
DiffuLT: How to Make Diffusion Model Useful for Long-tail Recognition Jie Shao Ke Zhu Hanxiao Zhang Jianxin Wu 33 4 0 08 Mar 2024
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 30 17 0 05 Dec 2023
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation Jacob Schnell Jieke Wang Lu Qi Vincent Tao Hu Meng Tang DiffM 18 3 0 28 Nov 2023
Interpretable Diffusion via Information Decomposition Xianghao Kong Ollie Liu Han Li Dani Yogatama Greg Ver Steeg 16 18 0 12 Oct 2023
When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions Weiming Zhuang Chen Chen Lingjuan Lyu C. L. P. Chen Yaochu Jin Lingjuan Lyu AIFin AI4CE 86 85 0 27 Jun 2023
Cross-Domain Adaptive Teacher for Object Detection Yu-Jhe Li Xiaoliang Dai Chih-Yao Ma Yen-Cheng Liu Kan Chen Bichen Wu Zijian He Kris M. Kitani Peter Vajda ObjD 49 170 0 25 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 325 1,570 0 10 Nov 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 223 962 0 13 Dec 2020