Research

Papers for “object detection”

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

Title	Authors	Year	Source
Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection	Yajing Liu, Shijun Zhou, Xiyao Liu	2024	arxiv 2405.15225
FEDEXCHANGE: Bridging the Domain Gap in Federated Object Detection for Free	Haolin Yuan, Jingtao Li, Weiming Zhuang	2025	arxiv 2509.10503
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection	Karim Guirguis, Ahmed Hendawy, George Eskandar	2022	arxiv 2204.05220
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding	Morgan Heisler, Amin Banitalebi-Dehkordi, Yong Zhang	2022	arxiv 2208.07407
Revisiting Out-of-Distribution Detection in LiDAR-based 3D Object Detection	Michael Kösel, Marcel Schreiber, Michael Ulrich	2024	arxiv 2404.15879
Semi-supervised Object Detection: A Survey on Recent Research and Progress	Yanyang Wang, Zhaoxiang Liu, Shiguo Lian	2023	arxiv 2306.14106
NL-FCOS: Improving FCOS through Non-Local Modules for Object Detection	Lukas Pavez, Jose M. Saavedra Rondo	2022	arxiv 2203.15638
RQFormer: Rotated Query Transformer for End-to-End Oriented Object Detection	Jiaqi Zhao, Zeyu Ding, Yong Zhou	2023	arxiv 2311.17629
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning	Chang Xu, Ruixiang Zhang, Wen Yang	2024	arxiv 2412.11582
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection	Shaoshuai Shi, Chaoxu Guo, Li Jiang	2019	arxiv 1912.13192
LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation	Leonardo Rossi, Marco Valenti, Sara Elisabetta Legler	2022	arxiv 2206.10192
Spatio-Temporal Learnable Proposals for End-to-End Video Object Detection	Khurram Azeem Hashmi, Didier Stricker, Muhammamd Zeshan Afzal	2022	arxiv 2210.02368
EPNet++: Cascade Bi-directional Fusion for Multi-Modal 3D Object Detection	Zhe Liu, Tengteng Huang, Bingling Li	2021	arxiv 2112.11088
Co-occurrence matrix analysis-based semi-supervised training for object detection	Min-Kook Choi, Jaehyeong Park, Jihun Jung	2018	arxiv 1802.06964
WSSOD: A New Pipeline for Weakly- and Semi-Supervised Object Detection	Shijie Fang, Yuhang Cao, Xinjiang Wang	2021	arxiv 2105.11293
Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning	Lizhen Xu, Xiuxiu Bai, Xiaojun Jia	2025	arxiv 2503.08101
DGFusion: Dual-guided Fusion for Robust Multi-Modal 3D Object Detection	Feiyang Jia, Caiyan Jia, Ailin Liu	2025	arxiv 2511.10035
Weighted Circle Fusion: Ensembling Circle Representation from Different Object Detection Results	Jialin Yue, Tianyuan Yao, Ruining Deng	2024	arxiv 2406.19540
Fore-Mamba3D: Mamba-based Foreground-Enhanced Encoding for 3D Object Detection	Zhiwei Ning, Xuanang Gao, Jiaxi Cao	2026	arxiv 2602.19536
Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images	Chongyi Li, Runmin Cong, Junhui Hou	2019	arxiv 1906.08462

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