Research

Papers for “object detection”

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

Title	Authors	Year	Source
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection	Shuai Zeng, Wenzhao Zheng, Jiwen Lu	2024	arxiv 2405.17422
DPDETR: Decoupled Position Detection Transformer for Infrared-Visible Object Detection	Junjie Guo, Chenqiang Gao, Fangcen Liu	2024	arxiv 2408.06123
Unifying Voxel-based Representation with Transformer for 3D Object Detection	Yanwei Li, Yilun Chen, Xiaojuan Qi	2022	arxiv 2206.00630
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection	Seijoon Kim, Seongsik Park, Byunggook Na	2019	arxiv 1903.06530
Unifying Global-Local Representations in Salient Object Detection with Transformer	Sucheng Ren, Qiang Wen, Nanxuan Zhao	2021	arxiv 2108.02759
CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection	Jin Lian, Zhongyu Wan, Ming Gao	2025	arxiv 2504.01326
Improving Generalization Performance of YOLOv8 for Camera Trap Object Detection	Aroj Subedi	2024	arxiv 2412.14211
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection	Chenchen Zhu, Fangyi Chen, Uzair Ahmed	2021	arxiv 2103.01903
R2Det: Redemption from Range-view for Accurate 3D Object Detection	Yihan Wang, Qiao Yan, Yi Wang	2023	arxiv 2307.11482
Few-Shot Object Detection via Synthetic Features with Optimal Transport	Anh-Khoa Nguyen Vu, Thanh-Toan Do, Vinh-Tiep Nguyen	2023	arxiv 2308.15005
Unsupervised Recognition of Unknown Objects for Open-World Object Detection	Ruohuan Fang, Guansong Pang, Lei Zhou	2023	arxiv 2308.16527
Exploiting Low-confidence Pseudo-labels for Source-free Object Detection	Zhihong Chen, Zilei Wang, Yixin Zhang	2023	arxiv 2310.12705
CoupleNet: Coupling Global Structure with Local Parts for Object Detection	Yousong Zhu, Chaoyang Zhao, Jinqiao Wang	2017	arxiv 1708.02863
AFAN: Augmented Feature Alignment Network for Cross-Domain Object Detection	Hongsong Wang, Shengcai Liao, Ling Shao	2021	arxiv 2106.05499
Measuring the Impact of Rotation Equivariance on Aerial Object Detection	Xiuyu Wu, Xinhao Wang, Xiubin Zhu	2025	arxiv 2507.09896
Vision-Language Guidance for LiDAR-based Unsupervised 3D Object Detection	Christian Fruhwirth-Reisinger, Wei Lin, Dušan Malić	2024	arxiv 2408.03790
Automotive Object Detection via Learning Sparse Events by Spiking Neurons	Hu Zhang, Yanchen Li, Luziwei Leng	2023	arxiv 2307.12900
OW-Rep: Open World Object Detection with Instance Representation Learning	Sunoh Lee, Minsik Jeon, Jihong Min	2024	arxiv 2409.16073
Boundary and Position Information Mining for Aerial Small Object Detection	Rongxin Huang, Guangfeng Lin, Wenbo Zhou	2026	arxiv 2601.16617
Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection	Weihao Cao, Runqi Wang, Xiaoyue Duan	2026	arxiv 2604.04444

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