Research

Papers for “object detection”

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

Title	Authors	Year	Source
Multi-Content Complementation Network for Salient Object Detection in Optical Remote Sensing Images	Gongyang Li, Zhi Liu, Weisi Lin	2021	arxiv 2112.01932
An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers	Gokul Karthik Kumar, Sahal Shaji Mullappilly, Abhishek Singh Gehlot	2022	arxiv 2205.05543
VIMI: Vehicle-Infrastructure Multi-view Intermediate Fusion for Camera-based 3D Object Detection	Zhe Wang, Siqi Fan, Xiaoliang Huo	2023	arxiv 2303.10975
MLOD: A multi-view 3D object detection based on robust feature fusion method	Jian Deng, Krzysztof Czarnecki	2019	arxiv 1909.04163
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection	Ganlong Zhao, Guanbin Li, Ruijia Xu	2020	arxiv 2009.08119
Enhancing Maritime Object Detection in Real-Time with RT-DETR and Data Augmentation	Nader Nemati	2025	arxiv 2510.07346
Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection	Jiangyi Wang, Na Zhao	2025	arxiv 2503.16125
ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency Model	Lifan Jiang, Zhihui Wang, Changmiao Wang	2024	arxiv 2404.07773
Towards Precise Weakly Supervised Object Detection via Interactive Contrastive Learning of Context Information	Qi Lai, ChiMan Vong	2023	arxiv 2304.14114
Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection	Yanxin Long, Jianhua Han, Runhui Huang	2022	arxiv 2211.00849
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection	Yao Yuan, Pan Gao, XiaoYang Tan	2023	arxiv 2309.08365
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images	Pierre Le Jeune, Anissa Mokraoui	2022	arxiv 2210.13923
State-of-the-art Models for Object Detection in Various Fields of Application	Syed Ali John Naqvi, Syed Bazil Ali	2022	arxiv 2211.00733
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision	Khurram Azeem Hashmi, Goutham Kallempudi, Didier Stricker	2023	arxiv 2308.03594
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object Detection	Tobias J. Riedlinger, Kira Maag, Hanno Gottschalk	2025	arxiv 2506.21486
The Detector Teaches Itself: Lightweight Self-Supervised Adaptation for Open-Vocabulary Object Detection	Yazhe Wan, Changjae Oh	2026	arxiv 2605.03642
A Comprehensive Evaluation of Deep Learning Object Detection Models on Heterogeneous Edge Devices	Daghash K. Alqahtani, Muhammad Aamir Cheema, Maria A. Rodriguez	2024	arxiv 2409.16808
PillarDETR: YOLO-Backbone and RT-DETR Head for Real-Time 3D Object Detection	Smit Kadvani, Shriya Gumber, Kriti Faujdar	2026	arxiv 2606.01757
Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection	Chao Hao, Zitong Yu, Xin Liu	2025	arxiv 2508.06063
Motion-aware Memory Network for Fast Video Salient Object Detection	Xing Zhao, Haoran Liang, Peipei Li	2022	arxiv 2208.00946

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