Data Augmentation for Object Detection via Progressive and Selective
Instance-Switching

Data Augmentation for Object Detection via Progressive and Selective Instance-Switching

2 June 2019

Papers citing "Data Augmentation for Object Detection via Progressive and Selective Instance-Switching"

13 / 13 papers shown

Title
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition Rupayan Mallick Sibo Dong Nataniel Ruiz Sarah Adel Bargal DiffM 51 0 0 08 Apr 2025
Relaxed Equivariance via Multitask Learning Ahmed A. A. Elhag T. Konstantin Rusch Francesco Di Giovanni Michael Bronstein 55 2 0 23 Oct 2024
DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection Manlin Zhang Jie Wu Yuxi Ren Ming Li Jie Qin Xuefeng Xiao Wei Liu Rui Wang Min Zheng Andy J. Ma DiffM 33 20 0 07 Sep 2023
LEMaRT: Label-Efficient Masked Region Transform for Image Harmonization Sheng Liu C. P. Huynh Congmin Chen Maxim Arap Raffay Hamid 33 19 0 25 Apr 2023
Offline-to-Online Knowledge Distillation for Video Instance Segmentation H. Kim Seunghun Lee Sunghoon Im OffRL 36 3 0 15 Feb 2023
ARUBA: An Architecture-Agnostic Balanced Loss for Aerial Object Detection Rebbapragada V C Sairam Monish Keswani Uttaran Sinha Nishit Shah V. Balasubramanian 35 7 0 10 Oct 2022
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding Morgan Lindsay Heisler Amin Banitalebi-Dehkordi Yong Zhang ObjD 16 2 0 15 Aug 2022
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving Na Li Fan Song Ying Zhang Pengpeng Liang Erkang Cheng 17 5 0 01 May 2022
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images Lucas Tabelini Rodrigo Berriel T. M. Paixão Alberto F. de Souza C. Badue N. Sebe Thiago Oliveira-Santos 32 5 0 30 Jul 2020
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression Zhaohui Zheng Ping Wang Wei Liu Jinze Li Rongguang Ye Dongwei Ren NoLa 42 3,608 0 19 Nov 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 25 458 0 31 Aug 2019
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,552 0 25 Jan 2016