Research

Papers for “object detection”

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

Title	Authors	Year	Source
Study of Dropout in PointPillars with 3D Object Detection	Xiaoxiang Sun, Geoffrey Fox	2024	arxiv 2409.00673
Transferring dense object detection models to event-based data	Vincenz Mechler, Pavel Rojtberg	2022	arxiv 2210.02607
Semi-supervised 3D Object Detection via Adaptive Pseudo-Labeling	Hongyi Xu, Fengqi Liu, Qianyu Zhou	2021	arxiv 2108.06649
Learning Object-level Point Augmentor for Semi-supervised 3D Object Detection	Cheng-Ju Ho, Chen-Hsuan Tai, Yi-Hsuan Tsai	2022	arxiv 2212.09273
Field-of-View IoU for Object Detection in 360{\deg} Images	Miao Cao, Satoshi Ikehata, Kiyoharu Aizawa	2022	arxiv 2202.03176
Architectural Insights into Knowledge Distillation for Object Detection: A Comprehensive Review	Mahdi Golizadeh, Nassibeh Golizadeh, Mohammad Ali Keyvanrad	2025	arxiv 2508.03317
BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift	Patrick M\oller Jensen, Vedrana Andersen Dahl, Carsten Gundlach	2023	arxiv 2304.01838
ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection	Jihan Yang, Shaoshuai Shi, Zhe Wang	2021	arxiv 2103.05346
Degraded Infrared Small Object Detection via Degradation-Adapted Physics-Guided Restoration	Xinkai Lu, Wenjun Chen, Yi Li	2026	arxiv 2608.09311
Highly Efficient Salient Object Detection with 100K Parameters	Shang-Hua Gao, Yong-Qiang Tan, Ming-Ming Cheng	2020	arxiv 2003.05643
UC-OWOD: Unknown-Classified Open World Object Detection	Zhiheng Wu, Yue Lu, Xingyu Chen	2022	arxiv 2207.11455
Structure Tensor Representation for Robust Oriented Object Detection	Xavier Bou, Gabriele Facciolo, Rafael Grompone von Gioi	2024	arxiv 2411.10497
MonoEdge: Monocular 3D Object Detection Using Local Perspectives	Minghan Zhu, Lingting Ge, Panqu Wang	2023	arxiv 2301.01802
Object Detection Free Instance Segmentation With Labeling Transformations	Long Jin, Zeyu Chen, Zhuowen Tu	2016	arxiv 1611.08991
Temporal Early Exits for Efficient Video Object Detection	Amin Sabet, Jonathon Hare, Bashir Al-Hashimi	2021	arxiv 2106.11208
Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters	Harim Jung, Myeong-Seok Oh, Cheoljong Yang	2022	arxiv 2206.08509
Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection	Alexander Wong, Mohammad Javad Shafiee, Francis Li	2018	arxiv 1802.06488
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes	Nils Gählert, Niklas Hanselmann, Uwe Franke	2020	arxiv 2006.08547
Accuracy Improvement of Object Detection in VVC Coded Video Using YOLO-v7 Features	Takahiro Shindo, Taiju Watanabe, Kein Yamada	2023	arxiv 2304.00689
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation	Yuting Wang, Ricardo Guerrero, Vladimir Pavlovic	2022	arxiv 2212.01376

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