Research

Papers for “object detection”

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

Title	Authors	Year	Source
LEAP:D -- A Novel Prompt-based Approach for Domain-Generalized Aerial Object Detection	Chanyeong Park, Heegwang Kim, Joonki Paik	2024	arxiv 2411.09180
MultiResolution Attention Extractor for Small Object Detection	Fan Zhang, Licheng Jiao, Lingling Li	2020	arxiv 2006.05941
Towards Universal Object Detection by Domain Attention	Xudong Wang, Zhaowei Cai, Dashan Gao	2019	arxiv 1904.04402
Traffic Video Object Detection using Motion Prior	Lihao Liu, Yanqi Cheng, Dongdong Chen	2023	arxiv 2311.10092
Object Detection as a Positive-Unlabeled Problem	Yuewei Yang, Kevin J Liang, Lawrence Carin	2020	arxiv 2002.04672
Multiple instance active learning for object detection	Tianning Yuan, Fang Wan, Mengying Fu	2021	arxiv 2104.02324
Nonmyopic View Planning for Active Object Detection	Nikolay Atanasov, Bharath Sankaran, Jerome Le Ny	2013	arxiv 1309.5401
Weakly Supervised Learning for Salient Object Detection	Huaizu Jiang	2015	arxiv 1501.07492
Confidence-Aware Learning for Camouflaged Object Detection	Jiawei Liu, Jing Zhang, Nick Barnes	2021	arxiv 2106.11641
Object Detection for Comics using Manga109 Annotations	Toru Ogawa, Atsushi Otsubo, Rei Narita	2018	arxiv 1803.08670
NAS-FCOS: Efficient Search for Object Detection Architectures	Ning Wang, Yang Gao, Hao Chen	2021	arxiv 2110.12423
LiDAR Snowfall Simulation for Robust 3D Object Detection	Martin Hahner, Christos Sakaridis, Mario Bijelic	2022	arxiv 2203.15118
Few-Shot Object Detection: Research Advances and Challenges	Zhimeng Xin, Shiming Chen, Tianxu Wu	2024	arxiv 2404.04799
ODExAI: A Comprehensive Object Detection Explainable AI Evaluation	Loc Phuc Truong Nguyen, Hung Truong Thanh Nguyen, Hung Cao	2025	arxiv 2504.19249
Confidence Guided Stereo 3D Object Detection with Split Depth Estimation	Chengyao Li, Jason Ku, Steven L. Waslander	2020	arxiv 2003.05505
Uncertainty-Aware Model Adaptation for Unsupervised Cross-Domain Object Detection	Minjie Cai, Minyi Luo, Xionghu Zhong	2021	arxiv 2108.12612
Adaptive Remote Sensing Image Attribute Learning for Active Object Detection	Nuo Xu, Chunlei Huo, Jiacheng Guo	2021	arxiv 2101.06438
Detection as Regression: Certified Object Detection by Median Smoothing	Ping-yeh Chiang, Michael J. Curry, Ahmed Abdelkader	2020	arxiv 2007.03730
Generic Object Detection With Dense Neural Patterns and Regionlets	Will Y. Zou, Xiaoyu Wang, Miao Sun	2014	arxiv 1404.4316
Dimensionality of datasets in object detection networks	Ajay Chawda, Axel Vierling, Karsten Berns	2022	arxiv 2210.07049

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