Research

Papers for “object detection”

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

Title	Authors	Year	Source
Prototype-Driven Adaptation for Few-Shot Object Detection	Yushen Huang, Zhiming Wang	2025	arxiv 2510.25318
BlankSkip: Early-exit Object Detection onboard Nano-drones	Carlo Marra, Beatrice Alessandra Motetti, Alessio Burrello	2026	arxiv 2603.28149
Learned Non-Maximum Suppression for 3D Object Detection	Timo Osterburg, Stefan Schütte, Torsten Bertram	2026	arxiv 2606.03568
CaTDet: Cascaded Tracked Detector for Efficient Object Detection from Video	Huizi Mao, Taeyoung Kong, William J. Dally	2018	arxiv 1810.00434
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy	JunKyu Lee, Blesson Varghese, Hans Vandierendonck	2022	arxiv 2210.16083
An Empirical Study of Methods for Small Object Detection from Satellite Imagery	Xiaohui Yuan, Aniv Chakravarty, Lichuan Gu	2025	arxiv 2502.03674
Challenges in video based object detection in maritime scenario using computer vision	D. K. Prasad, C. K. Prasath, D. Rajan	2016	arxiv 1608.01079
Label Matching Semi-Supervised Object Detection	Binbin Chen, Weijie Chen, Shicai Yang	2022	arxiv 2206.06608
A Comparison of Object Detection and Phrase Grounding Models in Chest X-ray Abnormality Localization using Eye-tracking Data	Elham Ghelichkhan, Tolga Tasdizen	2025	arxiv 2503.01037
Dynamic Tiling: A Model-Agnostic, Adaptive, Scalable, and Inference-Data-Centric Approach for Efficient and Accurate Small Object Detection	Son The Nguyen, Theja Tulabandhula, Duy Nguyen	2023	arxiv 2309.11069
Network-Aware 5G Edge Computing for Object Detection: Augmenting Wearables to "See" More, Farther and Faster	Zhongzheng Yuan, Tommy Azzino, Yu Hao	2021	arxiv 2112.13194
Talk in Pieces, See in Whole: Disentangling and Hierarchical Aggregating Representations for Language-based Object Detection	Sojung An, Kwanyong Park, Yong Jae Lee	2025	arxiv 2509.24192
An Efficient LiDAR-Camera Fusion Network for Multi-Class 3D Dynamic Object Detection and Trajectory Prediction	Yushen He, Lei Zhao, Tianchen Deng	2025	arxiv 2504.13647
Validation of object detection in UAV-based images using synthetic data	Eung-Joo Lee, Damon M. Conover, Shuvra S. Bhattacharyyaa	2022	arxiv 2201.06629
Data Augmentation for Object Detection via Progressive and Selective Instance-Switching	Hao Wang, Qilong Wang, Fan Yang	2019	arxiv 1906.00358
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection	Gang Li, Xiang Li, Yujie Wang	2022	arxiv 2203.16317
SparseVoxFormer: Sparse Voxel-based Transformer for Multi-modal 3D Object Detection	Hyeongseok Son, Jia He, Seung-In Park	2025	arxiv 2503.08092
Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving	Longhui Yu, Yifan Zhang, Lanqing Hong	2022	arxiv 2210.08748
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection	Tingting Liang, Yongtao Wang, Zhi Tang	2021	arxiv 2103.04507
Feature Intertwiner for Object Detection	Hongyang Li, Bo Dai, Shaoshuai Shi	2019	arxiv 1903.11851

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