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Papers for “object detection”

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

TitleAuthorsYearSource
LEAF-Mamba: Local Emphatic and Adaptive Fusion State Space Model for RGB-D Salient Object DetectionLanhu Wu, Zilin Gao, Hao Fei2025arxiv 2509.18683
MultiCorrupt: A Multi-Modal Robustness Dataset and Benchmark of LiDAR-Camera Fusion for 3D Object DetectionTill Beemelmanns, Quan Zhang, Christian Geller2024arxiv 2402.11677
UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye ViewShengchao Zhou, Weizhou Liu, Chen Hu2023arxiv 2303.15083
Identification of Binary Neutron Star Mergers in Gravitational-Wave Data Using YOLO One-Shot Object DetectionJoão Aveiro, Felipe F. Freitas, Márcio Ferreira2022arxiv 2207.00591
AI for Maritime Security: Comparative Evaluation of CNN and Vision Transformer Architectures for Maritime Object DetectionIsmet Gocer, Zakirul Bhuiayn, Shakeel Ahmad2026arxiv 2606.14720
Boosting Instance Awareness via Cross-View Correlation with 4D Radar and Camera for 3D Object DetectionXiaokai Bai, Lianqing Zheng, Si-Yuan Cao2026arxiv 2602.20632
Wavelet-based Multi-View Fusion of 4D Radar Tensor and Camera for Robust 3D Object DetectionRunwei Guan, Jianan Liu, Shaofeng Liang2025arxiv 2512.22972
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object DetectionPing-Yang Chen, Ming-Ching Chang, Jun-Wei Hsieh2020arxiv 2012.01724
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object DetectionXiang Li, Wenhai Wang, Xiaolin Hu2020arxiv 2011.12885
Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object DetectionRuijun Gao, Qing Guo, Felix Juefei-Xu2020arxiv 2009.09258
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object DetectionChaoqi Chen, Jiongcheng Li, Hong-Yu Zhou2022arxiv 2206.02355
Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionSujata Butte, Aleksandar Vakanski, Kasia Duellman2021arxiv 2106.07770
Reducing Object Detection Uncertainty from RGB and Thermal Data for UAV Outdoor SurveillanceJuan Sandino, Peter A. Caccetta, Conrad Sanderson2023arxiv 2308.10671
Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object DetectionHao Tang, Zechao Li, Dong Zhang2024arxiv 2412.01556
$\mathbf{C}^2$Former: Calibrated and Complementary Transformer for RGB-Infrared Object DetectionMaoxun Yuan, Xingxing Wei2023arxiv 2306.16175
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object DetectionZhuoxiao Chen, Junjie Meng, Mahsa Baktashmotlagh2024arxiv 2406.14878
BMCR: Adaptive Backbone Module Composition via Reinforcement Learning for Remote Sensing Object DetectionWenlin Liu, Xikun Hu, Ping Zhong2026arxiv 2606.05586
FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph DiffusionChen-Bin Feng, Youyang Sha, Longfei Liu2026arxiv 2602.03137
U-DECN: End-to-End Underwater Object Detection ConvNet with Improved DeNoising TrainingZhuoyan Liu, Bo Wang, Bing Wang2024arxiv 2408.05780
Leveraging Orientation for Weakly Supervised Object Detection with Application to Firearm LocalizationJaved Iqbal, Muhammad Akhtar Munir, Arif Mahmood2019arxiv 1904.10032