Research

Papers for “object detection”

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

Title	Authors	Year	Source
Pillar-Voxel Fusion Network for 3D Object Detection in Airborne Hyperspectral Point Clouds	Yanze Jiang, Yanfeng Gu, Xian Li	2025	arxiv 2504.09506
Adaptive Base-class Suppression and Prior Guidance Network for One-Shot Object Detection	Wenwen Zhang, Xinyu Xiao, Hangguan Shan	2023	arxiv 2303.14240
Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild	Garrick Brazil, Abhinav Kumar, Julian Straub	2022	arxiv 2207.10660
Decoupled and Interactive Regression Modeling for High-performance One-stage 3D Object Detection	Weiping Xiao, Yiqiang Wu, Chang Liu	2024	arxiv 2409.00690
Event-based Graph Representation with Spatial and Motion Vectors for Asynchronous Object Detection	Aayush Atul Verma, Arpitsinh Vaghela, Bharatesh Chakravarthi	2025	arxiv 2507.15150
PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection	Botao Ren, Xue Yang, Yi Yu	2024	arxiv 2410.08210
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models	Patrick Müller, Alexander Braun, Margret Keuper	2025	arxiv 2504.18510
Fast Attention-Based Simplification of LiDAR Point Clouds for Object Detection and Classification	Z. Rozsa, Á. Madaras, Q. Wei	2026	arxiv 2603.07593
Camera and LiDAR BEV Fusion for Cooperative 3D Object Detection on TUMTraf V2X	Muhammad Shahbaz, Shaurya Agarwal	2026	arxiv 2606.12981
ProtoHGF-Net: Prototype HyperGraph Fusion with Intra-modal Calibration for RGBT Object Detection	Xiangqi Chen, Xiuling Zhang, Chengzhuan Yang	2026	arxiv 2608.11595
Self-Paced Learning Strategy with Easy Sample Prior Based on Confidence for the Flying Bird Object Detection Model Training	Zi-Wei Sun, Ze-Xi hua, Heng-Chao Li	2024	arxiv 2412.06306
ADC: Adversarial attacks against object Detection that evade Context consistency checks	Mingjun Yin, Shasha Li, Chengyu Song	2021	arxiv 2110.12321
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection	Deepti Hegde, Vishal M. Patel	2021	arxiv 2111.15656
YOLOV: Making Still Image Object Detectors Great at Video Object Detection	Yuheng Shi, Naiyan Wang, Xiaojie Guo	2022	arxiv 2208.09686
Exploring the Bounds of the Utility of Context for Object Detection	Ehud Barnea, Ohad Ben-Shahar	2017	arxiv 1711.05471
Cost-effective Object Detection: Active Sample Mining with Switchable Selection Criteria	Keze Wang, Liang Lin, Xiaopeng Yan	2018	arxiv 1807.00147
TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers	Xuyang Bai, Zeyu Hu, Xinge Zhu	2022	arxiv 2203.11496
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning	Weiqi Yan, Lvhai Chen, Huaijia Kou	2025	arxiv 2506.07087
Cross-modality Discrepant Interaction Network for RGB-D Salient Object Detection	Chen Zhang, Runmin Cong, Qinwei Lin	2021	arxiv 2108.01971
Group R-CNN for Weakly Semi-supervised Object Detection with Points	Shilong Zhang, Zhuoran Yu, Liyang Liu	2022	arxiv 2205.05920

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