Research

Papers for “object detection”

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

Title	Authors	Year	Source
Revisiting the Loss Weight Adjustment in Object Detection	Wenxin Yu, Xueling Shen, Jiajie Hu	2021	arxiv 2103.09488
PSFormer: Point Transformer for 3D Salient Object Detection	Baian Chen, Lipeng Gu, Xin Zhuang	2022	arxiv 2210.15933
AutoAssign: Differentiable Label Assignment for Dense Object Detection	Benjin Zhu, Jianfeng Wang, Zhengkai Jiang	2020	arxiv 2007.03496
Automated Focal Loss for Image based Object Detection	Michael Weber, Michael Fürst, J. Marius Zöllner	2019	arxiv 1904.09048
Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery	Qian Wang, Neelanjan Bhowmik, Toby P. Breckon	2020	arxiv 2008.01218
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection	Vibashan VS, Poojan Oza, Vishal M. Patel	2022	arxiv 2203.15793
Distortion-adaptive Salient Object Detection in 360$^\circ$ Omnidirectional Images	Jia Li, Jinming Su, Changqun Xia	2019	arxiv 1909.04913
Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection	Fabian Küppers, Jonas Schneider, Anselm Haselhoff	2022	arxiv 2207.01242
Robust Tiny Object Detection in Aerial Images amidst Label Noise	Haoran Zhu, Chang Xu, Wen Yang	2024	arxiv 2401.08056
Frequency-Adaptive Low-Latency Object Detection Using Events and Frames	Haitian Zhang, Xiangyuan Wang, Chang Xu	2024	arxiv 2412.04149
Group channel pruning and spatial attention distilling for object detection	Yun Chu, Pu Li, Yong Bai	2023	arxiv 2306.01526
Keypoint Density-based Region Proposal for Fine-Grained Object Detection and Classification using Regions with Convolutional Neural Network Features	JT Turner, Kalyan Gupta, Brendan Morris	2016	arxiv 1603.00502
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset	Igor Morawski, Yu-An Chen, Yu-Sheng Lin	2021	arxiv 2110.10364
From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network	Shaoshuai Shi, Zhe Wang, Jianping Shi	2019	arxiv 1907.03670
An Object Detection by using Adaptive Structural Learning of Deep Belief Network	Shin Kamada, Takumi Ichimura	2019	arxiv 1909.13465
HODET: Hybrid Object DEtection and Tracking using mmWave Radar and Visual Sensors	Joseph St. Cyr, Joshua Vanderpool, Yu Chen	2020	arxiv 2004.06861
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax	Yu Li, Tao Wang, Bingyi Kang	2020	arxiv 2006.10408
Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models	Xin He, Shihao Wang, Shaohuai Shi	2019	arxiv 1911.08705
FasterX: Real-Time Object Detection Based on Edge GPUs for UAV Applications	Wei Zhou, Xuanlin Min, Rui Hu	2022	arxiv 2209.03157
Streamlining the Development of Active Learning Methods in Real-World Object Detection	Moussa Kassem Sbeyti, Nadja Klein, Michelle Karg	2025	arxiv 2508.19906

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