Research

Papers for “object detection”

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

Title	Authors	Year	Source
DMAT: An End-to-End Framework for Joint Atmospheric Turbulence Mitigation and Object Detection	Paul Hill, Zhiming Liu, Alin Achim	2025	arxiv 2507.04323
Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection	Martijn Oldenhof, Adam Arany, Yves Moreau	2023	arxiv 2303.05148
Salient Object Detection in Video using Deep Non-Local Neural Networks	Mohammad Shokri, Ahad Harati, Kimya Taba	2018	arxiv 1810.07097
OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features	Anton Osokin, Denis Sumin, Vasily Lomakin	2020	arxiv 2003.06800
DiffYOLO: Object Detection for Anti-Noise via YOLO and Diffusion Models	Yichen Liu, Huajian Zhang, Daqing Gao	2024	arxiv 2401.01659
Moving Object Detection in Video Using Saliency Map and Subspace Learning	Yanwei Pang, Li Ye, Xuelong Li	2015	arxiv 1509.09089
Leveraging Confident Image Regions for Source-Free Domain-Adaptive Object Detection	Mohamed Lamine Mekhalfi, Davide Boscaini, Fabio Poiesi	2025	arxiv 2501.10081
Adaptive Object Detection for Indoor Navigation Assistance: A Performance Evaluation of Real-Time Algorithms	Abhinav Pratap, Sushant Kumar, Suchinton Chakravarty	2025	arxiv 2501.18444
Detector Collapse: Physical-World Backdooring Object Detection to Catastrophic Overload or Blindness in Autonomous Driving	Hangtao Zhang, Shengshan Hu, Yichen Wang	2024	arxiv 2404.11357
Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization	Lukas Stäcker, Juncong Fei, Philipp Heidenreich	2021	arxiv 2108.08166
MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes	Xingyuan Li, Jinyuan Liu, Yixin Lei	2023	arxiv 2305.10974
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection	Zhuo Chen, Jiyuan Zhang, Ruizhou Ding	2019	arxiv 1906.07912
Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention Convergence	Wenchi Ma, Tianxiao Zhang, Guanghui Wang	2021	arxiv 2112.13310
Large Language Model Guided Progressive Feature Alignment for Multimodal UAV Object Detection	Wentao Wu, Chenglong Li, Xiao Wang	2025	arxiv 2503.06948
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection	Muhammad Ahmed Ullah Khan, Abdul Hannan Khan, Andreas Dengel	2025	arxiv 2504.04124
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving	Kebin Contreras, Brayan Monroy, Jorge Bacca	2025	arxiv 2504.11472
Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection	Berkan Demirel, Orhun Buğra Baran, Ramazan Gokberk Cinbis	2023	arxiv 2304.12161
Language-guided Learning for Object Detection Tackling Multiple Variations in Aerial Images	Sungjune Park, Hyunjun Kim, Beomchan Park	2025	arxiv 2505.23193
UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes	Sunwook Hwang, Youngseok Kim, Seongwon Kim	2022	arxiv 2211.11950
Dual-Integrated Low-Latency Single-Lens Infrared Computational Imaging for Object Detection	Xuquan Wang, Guishuo Yang, Dapeng Yan	2026	arxiv 2605.21964

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