Research

Papers for “object detection”

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

Title	Authors	Year	Source
AyE-Edge: Automated Deployment Space Search Empowering Accuracy yet Efficient Real-Time Object Detection on the Edge	Chao Wu, Yifan Gong, Liangkai Liu	2024	arxiv 2408.05363
Multi-level and multi-modal feature fusion for accurate 3D object detection in Connected and Automated Vehicles	Yiming Hou, Mahdi Rezaei, Richard Romano	2022	arxiv 2212.07560
Searching Parameterized AP Loss for Object Detection	Chenxin Tao, Zizhang Li, Xizhou Zhu	2021	arxiv 2112.05138
Active Teacher for Semi-Supervised Object Detection	Peng Mi, Jianghang Lin, Yiyi Zhou	2023	arxiv 2303.08348
Global Context Aware RCNN for Object Detection	Wenchao Zhang, Chong Fu, Haoyu Xie	2020	arxiv 2012.02637
Consistent Optimization for Single-Shot Object Detection	Tao Kong, Fuchun Sun, Huaping Liu	2019	arxiv 1901.06563
FCOS: Fully Convolutional One-Stage Object Detection	Zhi Tian, Chunhua Shen, Hao Chen	2019	arxiv 1904.01355
Improving Localization for Semi-Supervised Object Detection	Leonardo Rossi, Akbar Karimi, Andrea Prati	2022	arxiv 2206.10186
SSFam: Scribble Supervised Salient Object Detection Family	Zhengyi Liu, Sheng Deng, Xinrui Wang	2024	arxiv 2409.04817
Logit Normalization for Long-tail Object Detection	Liang Zhao, Yao Teng, Limin Wang	2022	arxiv 2203.17020
Deeply Exploit Depth Information for Object Detection	Saihui Hou, Zilei Wang, Feng Wu	2016	arxiv 1605.02260
Frequency Perception Network for Camouflaged Object Detection	Runmin Cong, Mengyao Sun, Sanyi Zhang	2023	arxiv 2308.08924
Improving Object Detection with Region Similarity Learning	Feng Gao, Yihang Lou, Yan Bai	2017	arxiv 1703.00234
Dynamic Feature Pyramid Networks for Object Detection	Mingjian Zhu, Kai Han, Changbin Yu	2020	arxiv 2012.00779
Continual Detection Transformer for Incremental Object Detection	Yaoyao Liu, Bernt Schiele, Andrea Vedaldi	2023	arxiv 2304.03110
Detection of Oscillation-like Patterns in Eclipsing Binary Light Curves using Neural Network-based Object Detection Algorithms	Burak Ulaş, Tamás Szklenár, Róbert Szabó	2025	arxiv 2501.17538
BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo	Yinhao Li, Han Bao, Zheng Ge	2022	arxiv 2209.10248
DEPFusion: Dual-Domain Enhancement and Priority-Guided Mamba Fusion for UAV Multispectral Object Detection	Shucong Li, Zhenyu Liu, Zijie Hong	2025	arxiv 2509.07327
FVNet: 3D Front-View Proposal Generation for Real-Time Object Detection from Point Clouds	Jie Zhou, Xin Tan, Zhiwei Shao	2019	arxiv 1903.10750
Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning	Dingwen Zhang, Deyu Meng, Long Zhao	2017	arxiv 1703.01290

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