Research

Papers for “object detection”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
GraphFusion3D: Dynamic Graph Attention Convolution with Adaptive Cross-Modal Transformer for 3D Object Detection	Md Sohag Mia, Md Nahid Hasan, Muhammad Abdullah Adnan	2025	arxiv 2512.02991
Spatial Pyramid Context-Aware Moving Object Detection and Tracking for Full Motion Video and Wide Aerial Motion Imagery	Mahdieh Poostchi	2017	arxiv 1711.01656
Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection	Cong Chen, Shouyang Dong, Ye Tian	2020	arxiv 2007.06144
Exploring Effective Knowledge Transfer for Few-shot Object Detection	Zhiyuan Zhao, Qingjie Liu, Yunhong Wang	2022	arxiv 2210.02021
DEYOv3: DETR with YOLO for Real-time Object Detection	Haodong Ouyang	2023	arxiv 2309.11851
Towards Unsupervised Model Selection for Domain Adaptive Object Detection	Hengfu Yu, Jinhong Deng, Wen Li	2024	arxiv 2412.17284
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning	Vibashan VS, Domenick Poster, Suya You	2021	arxiv 2110.03143
ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic Videos	Yi Zhang	2021	arxiv 2107.11629
UFPMP-Det: Toward Accurate and Efficient Object Detection on Drone Imagery	Yecheng Huang, Jiaxin Chen, Di Huang	2021	arxiv 2112.10415
Pay "Attention" to Adverse Weather: Weather-aware Attention-based Object Detection	Saket S. Chaturvedi, Lan Zhang, Xiaoyong Yuan	2022	arxiv 2204.10803
YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehicles	Aduen Benjumea, Izzeddin Teeti, Fabio Cuzzolin	2021	arxiv 2112.11798
Bi3D: Bi-domain Active Learning for Cross-domain 3D Object Detection	Jiakang Yuan, Bo Zhang, Xiangchao Yan	2023	arxiv 2303.05886
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection	Siyue Yu, Jimin Xiao, Bingfeng Zhang	2022	arxiv 2203.05787
Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes	Akhil Meethal, Marco Pedersoli, Zhongwen Zhu	2022	arxiv 2204.00147
AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object Detection	Zehui Chen, Zhenyu Li, Shiquan Zhang	2022	arxiv 2207.10316
Does Thermal Really Always Matter for RGB-T Salient Object Detection?	Runmin Cong, Kepu Zhang, Chen Zhang	2022	arxiv 2210.04266
Style-Adaptive Detection Transformer for Single-Source Domain Generalized Object Detection	Jianhong Han, Yupei Wang, Liang Chen	2025	arxiv 2504.20498
Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection	Yuqi Xiong, Wuzhen Shi, Yang Wen	2025	arxiv 2508.20415
FSD-BEV: Foreground Self-Distillation for Multi-view 3D Object Detection	Zheng Jiang, Jinqing Zhang, Yanan Zhang	2024	arxiv 2407.10135
FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection	Zhonghua Li, Biao Hou, Zitong Wu	2021	arxiv 2111.10780

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