Learning Data Augmentation Strategies for Object Detection

26 June 2019

Papers citing "Learning Data Augmentation Strategies for Object Detection"

50 / 83 papers shown

Title
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation Zixuan Hu Yichun Hu Ling-yu Duan TTA 54 0 0 07 May 2025
Purifying, Labeling, and Utilizing: A High-Quality Pipeline for Small Object Detection Siwei Wang Zhiwei Chen Liujuan Cao Rongrong Ji ObjD 69 0 0 29 Apr 2025
Boosting Single-domain Generalized Object Detection via Vision-Language Knowledge Interaction Xiaoran Xu Jiangang Yang Wenyue Chong Wenhui Shi S. Jing Xing Jian Liu ObjD VLM 79 0 0 27 Apr 2025
Multi-Perspective Data Augmentation for Few-shot Object Detection Anh-Khoa Nguyen Vu Quoc-Truong Truong Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do Tam V. Nguyen 69 1 0 25 Feb 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection Xiaoran Xu Jiangang Yang Wenhui Shi Siyuan Ding Luqing Luo Jian Liu 77 1 0 24 Feb 2025
SPACE: SPAtial-aware Consistency rEgularization for anomaly detection in Industrial applications Daehwan Kim Hyungmin Kim Daun Jeong Sungho Suh Hansang Cho 32 0 0 05 Nov 2024
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation Yan Li Weiwei Guo Xue Yang Ning Liao Shaofeng Zhang Yi Yu Wenxian Yu Junchi Yan ObjD 38 0 0 04 Nov 2024
Relaxed Equivariance via Multitask Learning Ahmed A. A. Elhag T. Konstantin Rusch Francesco Di Giovanni Michael Bronstein 42 2 0 23 Oct 2024
Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control Jinzhu Luo Dingyang Chen Qi Zhang OffRL 26 0 0 16 Oct 2024
Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning Jingyao Wang Luntian Mou Changwen Zheng Wen Gao AAML 23 2 0 19 Aug 2024
Underwater litter monitoring using consumer-grade aerial-aquatic speedy scanner (AASS) and deep learning based super-resolution reconstruction and detection network Fan Zhao Yongying Liu Jiaqi Wang Yijia Chen Dianhan Xi Xinlei Shao Shigeru Tabeta Katsunori Mizuno 18 5 0 07 Aug 2024
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 32 5 0 01 Aug 2024
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities Natalia Konovalova Aniket A. Tolpadi Felix Liu Zehra Akkaya F. Gassert ... J. Luitjens Misung Han E. Bahroos Sharmila Majumdar V. Pedoia 29 0 0 16 Jul 2024
Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer Tahira Shehzadi Ifza Didier Stricker Muhammad Zeshan Afzal ViT 38 0 0 11 Jul 2024
Class-specific Data Augmentation for Plant Stress Classification Nasla Saleem Aditya Balu Talukder Zaki Jubery Arti Singh Asheesh Kumar Singh Soumik Sarkar Baskar Ganapathysubramanian 44 1 0 18 Jun 2024
Trustworthy Artificial Intelligence in the Context of Metrology Tameem Adel Sam Bilson Mark Levene Andrew Thompson 16 3 0 14 Jun 2024
Hi5: 2D Hand Pose Estimation with Zero Human Annotation Masum Hasan Cengiz Ozel Nina Long Alexander Martin Samuel Potter Tariq Adnan Sangwu Lee Amir Zadeh Ehsan Hoque DiffM 3DH 29 0 0 05 Jun 2024
Weights Augmentation: it has never ever ever ever let her model down Junbin Zhuang Guiguang Din Yunyi Yan 24 1 0 30 May 2024
DQ-DETR: DETR with Dynamic Query for Tiny Object Detection Yi-Xin Huang Hou-I Liu Hong-Han Shuai Wen-Huang Cheng 29 15 0 04 Apr 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 26 19 0 30 Mar 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook Xingchen Zou Yibo Yan Xixuan Hao Yuehong Hu Haomin Wen ... Junbo Zhang Yong Li Tianrui Li Yu Zheng Yuxuan Liang HAI AI4TS 43 35 0 29 Feb 2024
Exploring the Synergies of Hybrid CNNs and ViTs Architectures for Computer Vision: A survey Haruna Yunusa Shiyin Qin Abdulrahman Hamman Adama Chukkol Abdulganiyu Abdu Yusuf Isah Bello A. Lawan ViT 22 13 0 05 Feb 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng Mengdi Huai Aidong Zhang 30 14 0 20 Dec 2023
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 19 2 0 20 Dec 2023
Object-Aware Domain Generalization for Object Detection Wooju Lee Dasol Hong Hyungtae Lim Hyun Myung 37 15 0 19 Dec 2023
$When StyleGAN Meets Stable Diffusion: a $\mathscr{W}_+$ Adapter for Personalized Image Generation$ When StyleGAN Meets Stable Diffusion: a $\mathscr{W}_+$ Adapter for Personalized Image Generation Xiaoming Li Xinyu Hou Chen Change Loy 28 11 0 29 Nov 2023
Small and Dim Target Detection in IR Imagery: A Review Nikhil Kumar Pravendra Singh ObjD 27 4 0 27 Nov 2023
Adaptive Training Distributions with Scalable Online Bilevel Optimization David Grangier Pierre Ablin Awni Y. Hannun 19 10 0 20 Nov 2023
Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models Jingru Yi Burak Uzkent Oana Ignat Zili Li Amanmeet Garg Xiang Yu Linda Liu VLM 25 1 0 05 Nov 2023
Semi-Supervised Panoptic Narrative Grounding Danni Yang Jiayi Ji Xiaoshuai Sun Haowei Wang Yinan Li Yiwei Ma Rongrong Ji 22 5 0 27 Oct 2023
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition Megha Thukral H. Haresamudram Thomas Ploetz 24 4 0 22 Oct 2023
MAC: ModAlity Calibration for Object Detection Yutian Lei Jun Liu Dong Huang ObjD 15 0 0 14 Oct 2023
Something for (almost) nothing: Improving deep ensemble calibration using unlabeled data Konstantinos Pitas Julyan Arbel BDL UQCV FedML 29 0 0 04 Oct 2023
MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection Kemal Oksuz Selim Kuzucu Tom Joy P. Dokania MoE 22 5 0 26 Sep 2023
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 23 20 0 07 Sep 2023
Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection M. L. Mekhalfi Davide Boscaini Fabio Poiesi 25 6 0 29 Aug 2023
Self-Supervision for Tackling Unsupervised Anomaly Detection: Pitfalls and Opportunities L. Akoglu Jaemin Yoo 25 1 0 28 Aug 2023
Unified Adversarial Patch for Visible-Infrared Cross-modal Attacks in the Physical World Xingxing Wei Yao Huang Yitong Sun Jie Yu AAML 34 14 0 27 Jul 2023
DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection Jaemin Yoo Yue Zhao Lingxiao Zhao L. Akoglu 9 5 0 13 Jul 2023
Methodology for generating synthetic labeled datasets for visual container inspection Guillem Delgado Andoni Cortés Sara García E. Loyo Maialen Berasategi Nerea Aranjuelo 26 3 0 26 Jun 2023
AugDMC: Data Augmentation Guided Deep Multiple Clustering Jiawei Yao Enbei Liu Maham Rashid Juhua Hu 14 9 0 22 Jun 2023
A Novel real-time arrhythmia detection model using YOLOv8 Guang Jun Nicholas Ang Aritejh Kr Goil Henryk Chan Jieyi Jeric Lew Xin Chun Lee Raihan Bin Ahmad Mustaffa Timotius Jason Ze Ting Woon Bingquan Shen 11 5 0 26 May 2023
3D Small Object Detection with Dynamic Spatial Pruning Xiuwei Xu Zhihao Sun Ziwei Wang Hongmin Liu Jie Zhou Jiwen Lu 3DPC 18 3 0 05 May 2023
Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation Xiaoqing Liu Kenji Ono Ryoma Bise 28 4 0 26 Apr 2023
Use the Detection Transformer as a Data Augmenter Luping Wang B. Liu ViT 11 0 0 10 Apr 2023
Learning Generative Structure Prior for Blind Text Image Super-resolution Xiaoming Li W. Zuo Chen Change Loy 32 21 0 26 Mar 2023
3D Data Augmentation for Driving Scenes on Camera Wenwen Tong Jiangwei Xie Tianyu Li Hanming Deng Xiangwei Geng Ruoyi Zhou Dingchen Yang Bo Dai Lewei Lu Hongyang Li 24 12 0 18 Mar 2023
Confidence-driven Bounding Box Localization for Small Object Detection H. Sun Baochang Zhang Yanjing Li Xianbin Cao 19 1 0 03 Mar 2023
DAMO-YOLO : A Report on Real-Time Object Detection Design Xianzhe Xu Yiqi Jiang Weihua Chen Yi-Li Huang Yuanhang Zhang Xiuyu Sun ObjD 19 158 0 23 Nov 2022
$Semi-supervised object detection based on single-stage detector for thighbone fracture localization$ Semi-supervised object detection based on single-stage detector for thighbone fracture localization Jinman Wei Jinkun Yao Guoshan Zhang Bin Guan Yueming Zhang Shaoquan Wang 14 10 0 20 Oct 2022