Research

Papers for “object detection”

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

Title	Authors	Year	Source
OWL: Unsupervised 3D Object Detection by Occupancy Guided Warm-up and Large Model Priors Reasoning	Xusheng Guo, Wanfa Zhang, Shijia Zhao	2025	arxiv 2512.05698
From Label Error Detection to Correction: A Modular Framework and Benchmark for Object Detection Datasets	Sarina Penquitt, Jonathan Klees, Rinor Cakaj	2025	arxiv 2508.06556
Dynamic Object Detection and Tracking in Construction: A Fisheye Camera and LiDAR Sensor Fusion Model	Yilong Chen, Huili Huang, Yong K. Cho	2026	arxiv 2607.06896
Mutual Information-calibrated Conformal Feature Fusion for Uncertainty-Aware Multimodal 3D Object Detection at the Edge	Alex C. Stutts, Danilo Erricolo, Sathya Ravi	2023	arxiv 2309.09593
The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection	Zhikang Zou, Xiaoqing Ye, Liang Du	2021	arxiv 2112.14023
Monocular 3D Object Detection and Box Fitting Trained End-to-End Using Intersection-over-Union Loss	Eskil Jörgensen, Christopher Zach, Fredrik Kahl	2019	arxiv 1906.08070
OGMN: Occlusion-guided Multi-task Network for Object Detection in UAV Images	Xuexue Li, Wenhui Diao, Yongqiang Mao	2023	arxiv 2304.11805
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection	Venkata Beri	2022	arxiv 2203.00869
DPNet: Dual-Path Network for Real-time Object Detection with Lightweight Attention	Quan Zhou, Huimin Shi, Weikang Xiang	2022	arxiv 2209.13933
BEVUDA++: Geometric-aware Unsupervised Domain Adaptation for Multi-View 3D Object Detection	Rongyu Zhang, Jiaming Liu, Xiaoqi Li	2025	arxiv 2509.14151
Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model	Yu Du, Fangyun Wei, Zihe Zhang	2022	arxiv 2203.14940
A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data	Xianfeng Li, Weijie Chen, Di Xie	2020	arxiv 2012.05400
State Space Model Meets Transformer: A New Paradigm for 3D Object Detection	Chuxin Wang, Wenfei Yang, Xiang Liu	2025	arxiv 2503.14493
Object Detection via Aspect Ratio and Context Aware Region-based Convolutional Networks	Bo Li, Tianfu Wu, Shuai Shao	2016	arxiv 1612.00534
UniDA3D: A Unified Domain-Adaptive Framework for Multi-View 3D Object Detection	Hongjing Wu, Cheng Chi, Jinlin Wu	2026	arxiv 2603.27995
Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection	Zhonglin Chen, Anyu Geng, Jianan Jiang	2024	arxiv 2408.07455
Transfer learning with generative models for object detection on limited datasets	Matteo Paiano, Stefano Martina, Carlotta Giannelli	2024	arxiv 2402.06784
Optimizing Data Processing in Space for Object Detection in Satellite Imagery	Martina Lofqvist, José Cano	2021	arxiv 2107.03774
CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity	Hao Shi, Chengshan Pang, Jiaming Zhang	2023	arxiv 2310.02815
Explore the Power of Synthetic Data on Few-shot Object Detection	Shaobo Lin, Kun Wang, Xingyu Zeng	2023	arxiv 2303.13221

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