Research

Papers for “object detection”

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

Title	Authors	Year	Source
Fusion4CA: Boosting 3D Object Detection via Comprehensive Image Exploitation	Kang Luo, Xin Chen, Yangyi Xiao	2026	arxiv 2603.05305
Beyond Flat Unknown Labels in Open-World Object Detection	Yuchen Zhang, Yao Lu, Johannes Betz	2025	arxiv 2510.09173
Joint Anchor-Feature Refinement for Real-Time Accurate Object Detection in Images and Videos	Xingyu Chen, Junzhi Yu, Shihan Kong	2018	arxiv 1807.08638
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment	Guangxing Han, Shiyuan Huang, Jiawei Ma	2021	arxiv 2104.07719
Evaluating the Impact of Weather-Induced Sensor Occlusion on BEVFusion for 3D Object Detection	Sanjay Kumar, Tim Brophy, Eoin Martino Grua	2025	arxiv 2511.04347
Deep Learning and Hybrid Approaches for Dynamic Scene Analysis, Object Detection and Motion Tracking	Shahran Rahman Alve	2024	arxiv 2412.05331
More Clear, More Flexible, More Precise: A Comprehensive Oriented Object Detection benchmark for UAV	Kai Ye, Haidi Tang, Bowen Liu	2025	arxiv 2504.20032
RaLiBEV: Radar and LiDAR BEV Fusion Learning for Anchor Box Free Object Detection Systems	Yanlong Yang, Jianan Liu, Tao Huang	2022	arxiv 2211.06108
3D-SSD: Learning Hierarchical Features from RGB-D Images for Amodal 3D Object Detection	Qianhui Luo, Huifang Ma, Yue Wang	2017	arxiv 1711.00238
Self-Supervised Representation Learning with Joint Embedding Predictive Architecture for Automotive LiDAR Object Detection	Haoran Zhu, Zhenyuan Dong, Kristi Topollai	2025	arxiv 2501.04969
Detect in Any Scene: An Agentic Framework for Object Detection with Experience-Aware Reasoning	Wenlun Zhang, Jun Yin, Kentaro Yoshioka	2026	arxiv 2605.31174
Implicit Motion Handling for Video Camouflaged Object Detection	Xuelian Cheng, Huan Xiong, Deng-Ping Fan	2022	arxiv 2203.07363
GraphFPN: Graph Feature Pyramid Network for Object Detection	Gangming Zhao, Weifeng Ge, Yizhou Yu	2021	arxiv 2108.00580
Towards Robust Adaptive Object Detection under Noisy Annotations	Xinyu Liu, Wuyang Li, Qiushi Yang	2022	arxiv 2204.02620
Slot Based Image Augmentation System for Object Detection	Yingwei Zhou	2019	arxiv 1907.12900
Towards Consistent Object Detection via LiDAR-Camera Synergy	Kai Luo, Hao Wu, Kefu Yi	2024	arxiv 2405.01258
Taming Self-Training for Open-Vocabulary Object Detection	Shiyu Zhao, Samuel Schulter, Long Zhao	2023	arxiv 2308.06412
Collaboration of Teachers for Semi-supervised Object Detection	Liyu Chen, Huaao Tang, Yi Wen	2024	arxiv 2405.13374
Open-Vocabulary Object Detection via Scene Graph Discovery	Hengcan Shi, Munawar Hayat, Jianfei Cai	2023	arxiv 2307.03339
Object Detection Made Simpler by Eliminating Heuristic NMS	Qiang Zhou, Chaohui Yu, Chunhua Shen	2021	arxiv 2101.11782

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