Research

Papers for “object detection”

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

Title	Authors	Year	Source
Selective Multi-Scale Learning for Object Detection	Junliang Chen, Weizeng Lu, Linlin Shen	2022	arxiv 2206.08206
Weighted Unsupervised Learning for 3D Object Detection	Kamran Kowsari, Manal H. Alassaf	2016	arxiv 1602.05920
Solar Panel Mapping via Oriented Object Detection	Conor Wallace, Isaac Corley, Jonathan Lwowski	2025	arxiv 2502.03592
Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object Detection	Na Dong, Yongqiang Zhang, Mingli Ding	2021	arxiv 2110.15017
A tomographic workflow to enable deep learning for X-ray based foreign object detection	Mathé T. Zeegers, Tristan van Leeuwen, Daniël M. Pelt	2022	arxiv 2201.12184
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation	Zhaohui Zheng, Ping Wang, Dongwei Ren	2020	arxiv 2005.03572
SpikeSMOKE: Spiking Neural Networks for Monocular 3D Object Detection with Cross-Scale Gated Coding	Xuemei Chen, Huamin Wang, Jing Peng	2025	arxiv 2506.07737
Active Learning for Deep Object Detection	Clemens-Alexander Brust, Christoph Käding, Joachim Denzler	2018	arxiv 1809.09875
DiffusionDet: Diffusion Model for Object Detection	Shoufa Chen, Peize Sun, Yibing Song	2022	arxiv 2211.09788
Hallucination Improves Few-Shot Object Detection	Weilin Zhang, Yu-Xiong Wang	2021	arxiv 2105.01294
A Comparison of Super-Resolution and Nearest Neighbors Interpolation Applied to Object Detection on Satellite Data	Evan Koester, Cem Safak Sahin	2019	arxiv 1907.05283
C-RPNs: Promoting Object Detection in real world via a Cascade Structure of Region Proposal Networks	Dongming Yang, YueXian Zou, Jian Zhang	2019	arxiv 1908.06665
Measuring the Impact of Scene Level Objects on Object Detection: Towards Quantitative Explanations of Detection Decisions	Lynn Vonder Haar, Timothy Elvira, Luke Newcomb	2024	arxiv 2401.10790
Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset	Xiao Wang, Yu Jin, Wentao Wu	2024	arxiv 2412.06647
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection	Cheng Zhang, Tai-Yu Pan, Yandong Li	2021	arxiv 2102.08884
RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection	Jingtong Yue, Zhiwei Lin, Xin Lin	2025	arxiv 2502.13071
Aligning Data Selection with Performance: Performance-driven Reinforcement Learning for Active Learning in Object Detection	Zhixuan Liang, Xingyu Zeng, Rui Zhao	2023	arxiv 2310.08387
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery	Jiaqing Zhang, Jie Lei, Weiying Xie	2022	arxiv 2209.13351
Graph-DETR3D: Rethinking Overlapping Regions for Multi-View 3D Object Detection	Zehui Chen, Zhenyu Li, Shiquan Zhang	2022	arxiv 2204.11582
Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search	Peidong Liu, Gengwei Zhang, Bochao Wang	2021	arxiv 2102.04700

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