InstaGen: Enhancing Object Detection by Training on Synthetic Dataset

InstaGen: Enhancing Object Detection by Training on Synthetic Dataset

8 February 2024

Yujie Zhong

Papers citing "InstaGen: Enhancing Object Detection by Training on Synthetic Dataset"

15 / 15 papers shown

Title
Does Feasibility Matter? Understanding the Impact of Feasibility on Synthetic Training Data Yiwen Liu Jessica Bader Jae Myung Kim DiffM 16 0 0 15 May 2025
Concept-as-Tree: Synthetic Data is All You Need for VLM Personalization Ruichuan An Kai Zeng Ming Lu Sihan Yang Renrui Zhang Huitong Ji Qizhe Zhang Y. Luo Hao Liang Wentao Zhang 68 0 0 17 Mar 2025
Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding Zilin Du Haoxin Li Jianfei Yu Boyang Li 152 0 0 01 Dec 2024
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUs Chen Xin T. Motz Andreas Hartel Enkelejda Kasneci 69 0 0 23 Nov 2024
Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis Ahmed Abdullah Nikolas Ebert Oliver Wasenmüller ObjD 33 1 0 09 Oct 2024
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification Xinrui Zhou Yuhao Huang Haoran Dou Shijing Chen Ao Chang ... Jie Jessie Ren Ruobing Huang Jun Cheng Wufeng Xue Dong Ni MedIm 141 0 0 25 Sep 2024
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection Sen Nie Zhuo Wang Xinxin Wang Kun He DiffM 65 0 0 06 Aug 2024
RTGen: Generating Region-Text Pairs for Open-Vocabulary Object Detection Fangyi Chen Han Zhang Zhantao Yang Hao Chen Kai Hu Marios Savvides ObjD VLM 41 5 0 30 May 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 37 4 0 24 May 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 31 0 0 27 Mar 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 49 23 0 27 Jan 2024
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection Luting Wang Yi Liu Penghui Du Zihan Ding Yue Liao Qiaosong Qi Biaolong Chen Si Liu ObjD VLM 70 62 0 10 Mar 2023
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang X. Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 155 728 0 28 Jan 2022
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 225 899 0 28 Apr 2021
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 292 36,335 0 08 Jun 2015