Research

Papers for “object detection”

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

Title	Authors	Year	Source
LMM-Det: Make Large Multimodal Models Excel in Object Detection	Jincheng Li, Chunyu Xie, Ji Ao	2025	arxiv 2507.18300
DFAM-DETR: Deformable feature based attention mechanism DETR on slender object detection	Wen Feng, Wang Mei, Hu Xiaojie	2022	arxiv 2204.10667
CS-R-FCN: Cross-supervised Learning for Large-Scale Object Detection	Ye Guo, Yali Li, Shengjin Wang	2019	arxiv 1905.12863
HYolo: An Intelligent IoT-Based Object Detection System Using Hypergraph Learning	Isha Abid, Fawad Khan, Muhammad Khuram Shahzad	2026	arxiv 2606.04345
Evaluation of YOLO Models with Sliced Inference for Small Object Detection	Muhammed Can Keles, Batuhan Salmanoglu, Mehmet Serdar Guzel	2022	arxiv 2203.04799
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning	Na Dong, Yongqiang Zhang, Mingli Ding	2022	arxiv 2205.04042
Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment	Zeyu Shangguan, Daniel Seita, Mohammad Rostami	2025	arxiv 2502.16469
Squeezed Edge YOLO: Onboard Object Detection on Edge Devices	Edward Humes, Mozhgan Navardi, Tinoosh Mohsenin	2023	arxiv 2312.11716
Multi-Modal 3D Object Detection in Autonomous Driving: a Survey	Yingjie Wang, Qiuyu Mao, Hanqi Zhu	2021	arxiv 2106.12735
Edge-Cloud Collaborated Object Detection via Difficult-Case Discriminator	Zhiqiang Cao, Zhijun Li, Pan Heng	2021	arxiv 2108.12858
Channel Boosting Feature Ensemble for Radar-based Object Detection	Shoaib Azam, Farzeen Munir, Moongu Jeon	2021	arxiv 2101.03531
Investigating Attention Mechanism in 3D Point Cloud Object Detection	Shi Qiu, Yunfan Wu, Saeed Anwar	2021	arxiv 2108.00620
PAI3D: Painting Adaptive Instance-Prior for 3D Object Detection	Hao Liu, Zhuoran Xu, Dan Wang	2022	arxiv 2211.08055
PolarFormer: Multi-camera 3D Object Detection with Polar Transformer	Yanqin Jiang, Li Zhang, Zhenwei Miao	2022	arxiv 2206.15398
A Comparative Review of Recent Few-Shot Object Detection Algorithms	Leng Jiaxu, Chen Taiyue, Gao Xinbo	2021	arxiv 2111.00201
Continual Object Detection: A review of definitions, strategies, and challenges	Angelo G. Menezes, Gustavo de Moura, Cézanne Alves	2022	arxiv 2205.15445
Enhancing object detection robustness: A synthetic and natural perturbation approach	Nilantha Premakumara, Brian Jalaian, Niranjan Suri	2023	arxiv 2304.10622
STONE: A Submodular Optimization Framework for Active 3D Object Detection	Ruiyu Mao, Sarthak Kumar Maharana, Rishabh K Iyer	2024	arxiv 2410.03918
SimpleBEV: Improved LiDAR-Camera Fusion Architecture for 3D Object Detection	Yun Zhao, Zhan Gong, Peiru Zheng	2024	arxiv 2411.05292
DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection	Wanli Ouyang, Xiaogang Wang, Xingyu Zeng	2014	arxiv 1412.5661

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