Research

Papers for “object detection”

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

Title	Authors	Year	Source
Progressive Hard-case Mining across Pyramid Levels for Object Detection	Binghong Wu, Yehui Yang, Dalu Yang	2021	arxiv 2109.07217
Label, Verify, Correct: A Simple Few Shot Object Detection Method	Prannay Kaul, Weidi Xie, Andrew Zisserman	2021	arxiv 2112.05749
HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection	Maosheng Ye, Shuangjie Xu, Tongyi Cao	2020	arxiv 2003.00186
PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments	Zhiming Chen, Kean Chen, Weiyao Lin	2020	arxiv 2007.09584
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object Detection	Liujuan Cao, Jianghang Lin, Zebo Hong	2024	arxiv 2406.19394
Optimization for Arbitrary-Oriented Object Detection via Representation Invariance Loss	Qi Ming, Lingjuan Miao, Zhiqiang Zhou	2021	arxiv 2103.11636
MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation	Jonas Heylen, Mark De Wolf, Bruno Dawagne	2021	arxiv 2110.00464
Learning Oriented Remote Sensing Object Detection via Naive Geometric Computing	Yanjie Wang, Xu Zou, Zhijun Zhang	2021	arxiv 2112.00504
EdgeNavMamba: Mamba Optimized Object Detection for Energy Efficient Edge Devices	Romina Aalishah, Mozhgan Navardi, Tinoosh Mohsenin	2025	arxiv 2510.14946
3D Object Detection from Images for Autonomous Driving: A Survey	Xinzhu Ma, Wanli Ouyang, Andrea Simonelli	2022	arxiv 2202.02980
Weakly Supervised Attended Object Detection Using Gaze Data as Annotations	Michele Mazzamuto, Francesco Ragusa, Antonino Furnari	2022	arxiv 2204.07090
Transferable Semi-supervised 3D Object Detection from RGB-D Data	Yew Siang Tang, Gim Hee Lee	2019	arxiv 1904.10300
iDet3D: Towards Efficient Interactive Object Detection for LiDAR Point Clouds	Dongmin Choi, Wonwoo Cho, Kangyeol Kim	2023	arxiv 2312.15449
Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object Detection	Dingwen Zhang, Liangbo Cheng, Yi Liu	2024	arxiv 2410.03987
Visually Similar Pair Alignment for Robust Cross-Domain Object Detection	Onkar Krishna, Hiroki Ohashi	2025	arxiv 2504.06607
Flyweight FLIM Networks for Salient Object Detection in Biomedical Images	Leonardo M. Joao, Jancarlo F. Gomes, Silvio J. F. Guimaraes	2025	arxiv 2504.11112
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection	Liu Yuyang, Cong Yang, Goswami Dipam	2023	arxiv 2307.12427
CONDA: Condensed Deep Association Learning for Co-Salient Object Detection	Long Li, Nian Liu, Dingwen Zhang	2024	arxiv 2409.01021
Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection	Ozan Unal, Luc Van Gool, Dengxin Dai	2020	arxiv 2009.10569
MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation	Hansheng Chen, Yuyao Huang, Wei Tian	2021	arxiv 2103.12605

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