Research

Papers for “object detection”

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

Title	Authors	Year	Source
Weighted boxes fusion: Ensembling boxes from different object detection models	Roman Solovyev, Weimin Wang, Tatiana Gabruseva	2019	arxiv 1910.13302
Revisiting Open World Object Detection	Xiaowei Zhao, Xianglong Liu, Yifan Shen	2022	arxiv 2201.00471
Incremental Few-Shot Object Detection	Juan-Manuel Perez-Rua, Xiatian Zhu, Timothy Hospedales	2020	arxiv 2003.04668
Perspective-Invariant 3D Object Detection	Ao Liang, Lingdong Kong, Dongyue Lu	2025	arxiv 2507.17665
Generalised Co-Salient Object Detection	Jiawei Liu, Jing Zhang, Ruikai Cui	2022	arxiv 2208.09668
Cross-domain Federated Object Detection	Shangchao Su, Bin Li, Chengzhi Zhang	2022	arxiv 2206.14996
Towards Improving Calibration in Object Detection Under Domain Shift	Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz	2022	arxiv 2209.07601
ZeBROD: Zero-Retraining Based Recognition and Object Detection Framework	Priyanto Hidayatullah, Nurjannah Syakrani, Yudi Widhiyasana	2025	arxiv 2512.04888
3D Object Detection from a Single Fisheye Image Without a Single Fisheye Training Image	Elad Plaut, Erez Ben Yaacov, Bat El Shlomo	2020	arxiv 2003.03759
Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels	Junran Peng, Xingyuan Bu, Ming Sun	2020	arxiv 2005.08455
Exploiting Unlabeled Data with Vision and Language Models for Object Detection	Shiyu Zhao, Zhixing Zhang, Samuel Schulter	2022	arxiv 2207.08954
Real-Time Object Detection and Classification using YOLO for Edge FPGAs	Rashed Al Amin, Roman Obermaisser	2025	arxiv 2507.18174
Class-balanced Open-set Semi-supervised Object Detection for Medical Images	Zhanyun Lu, Renshu Gu, Huimin Cheng	2024	arxiv 2408.12355
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images	Ziyue Huang, Yongchao Feng, Shuai Yang	2025	arxiv 2503.06146
Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection	Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker	2024	arxiv 2404.01819
MMDR: A Result Feature Fusion Object Detection Approach for Autonomous System	Wendong Zhang	2023	arxiv 2304.09609
Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection	Xinzhu Ma, Yongtao Wang, Yinmin Zhang	2023	arxiv 2310.05447
Gaussian Splatting is an Effective Data Generator for 3D Object Detection	Farhad G. Zanjani, Davide Abati, Auke Wiggers	2025	arxiv 2504.16740
Survey and Systematization of 3D Object Detection Models and Methods	Moritz Drobnitzky, Jonas Friederich, Bernhard Egger	2022	arxiv 2201.09354
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection	Golnaz Ghiasi, Tsung-Yi Lin, Ruoming Pang	2019	arxiv 1904.07392

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