Research

Papers for “object detection”

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

Title	Authors	Year	Source
DSIC: Dynamic Sample-Individualized Connector for Multi-Scale Object Detection	Zekun Li, Yufan Liu, Bing Li	2020	arxiv 2011.07774
Self-Supervised 3D Monocular Object Detection by Recycling Bounding Boxes	Sugirtha T, Sridevi M, Khailash Santhakumar	2022	arxiv 2206.12738
Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions	Wenyu Liu, Gaofeng Ren, Runsheng Yu	2021	arxiv 2112.08088
QueryProp: Object Query Propagation for High-Performance Video Object Detection	Fei He, Naiyu Gao, Jian Jia	2022	arxiv 2207.10959
Robust Collaborative 3D Object Detection in Presence of Pose Errors	Yifan Lu, Quanhao Li, Baoan Liu	2022	arxiv 2211.07214
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection	Yifan Xu, Mengdan Zhang, Xiaoshan Yang	2023	arxiv 2308.15846
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection	Cheng-Ju Ho, Chen-Hsuan Tai, Yen-Yu Lin	2023	arxiv 2312.02966
Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection	Pingping Zhang, Dong Wang, Huchuan Lu	2017	arxiv 1708.02001
Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection	Farzad Nozarian, Shashank Agarwal, Farzaneh Rezaeianaran	2024	arxiv 2404.17910
Towards Unbiased Source-Free Object Detection via Vision Foundation Models	Zhi Cai, Yingjie Gao, Yanan Zhang	2026	arxiv 2601.12765
A Turbo-Inference Strategy for Object Detection and Instance Segmentation	Zhen Zhao, Gang Zhang, Xiaolin Hu	2026	arxiv 2606.12371
Unveiling the Unknown: Open Vocabulary Object Detection with Scene Graphs	Yi Chen, Yinghao Lu, Zhehao Li	2026	arxiv 2606.05916
ProCal: Inference-Time Proposal Calibration for Open-Vocabulary Object Detection	Jae-Ryung Hong, Ho-Joong Kim, Seong-Whan Lee	2026	arxiv 2607.01759
An Uncertainty Estimation Framework for Probabilistic Object Detection	Zongyao Lyu, Nolan B. Gutierrez, William J. Beksi	2021	arxiv 2106.15007
Object Detection in Satellite Imagery using 2-Step Convolutional Neural Networks	Hiroki Miyamoto, Kazuki Uehara, Masahiro Murakawa	2018	arxiv 1808.02996
Open-vocabulary vs. Closed-set: Best Practice for Few-shot Object Detection Considering Text Describability	Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani	2024	arxiv 2410.15315
Enhanced Automotive Object Detection via RGB-D Fusion in a DiffusionDet Framework	Eliraz Orfaig, Inna Stainvas, Igal Bilik	2024	arxiv 2406.03129
Dynamic and Static Object Detection Considering Fusion Regions and Point-wise Features	Andrés Gómez, Thomas Genevois, Jerome Lussereau	2021	arxiv 2107.12692
Class balanced underwater object detection dataset generated by class-wise style augmentation	Long Chen, Junyu Dong, Huiyu Zhou	2021	arxiv 2101.07959
Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning	Dongwoo Park, Jong-Min Lee	2022	arxiv 2208.07039

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