Research

Papers for “object detection”

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

Title	Authors	Year	Source
nnDetection: A Self-configuring Method for Medical Object Detection	Michael Baumgartner, Paul F. Jaeger, Fabian Isensee	2021	arxiv 2106.00817
Focus on Local Regions for Query-based Object Detection	Hongbin Xu, Yamei Xia, Shuai Zhao	2023	arxiv 2310.06470
Learning Object Detection from Captions via Textual Scene Attributes	Achiya Jerbi, Roei Herzig, Jonathan Berant	2020	arxiv 2009.14558
AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection	Maximilian Menke, Thomas Wenzel, Andreas Schwung	2022	arxiv 2208.14662
Salient Object Detection: A Discriminative Regional Feature Integration Approach	Huaizu Jiang, Zejian Yuan, Ming-Ming Cheng	2014	arxiv 1410.5926
Analyzing Training-Free Corruption Detection for Object Detection Datasets	Christian Sieberichs, Simon Geerkens, Thomas Waschulzik	2026	arxiv 2606.10666
DeepInteraction: 3D Object Detection via Modality Interaction	Zeyu Yang, Jiaqi Chen, Zhenwei Miao	2022	arxiv 2208.11112
Boundary Distribution Estimation for Precise Object Detection	Peng Zhi, Haoran Zhou, Hang Huang	2021	arxiv 2111.01396
Improving Object Detection and Attribute Recognition by Feature Entanglement Reduction	Zhaoheng Zheng, Arka Sadhu, Ram Nevatia	2021	arxiv 2108.11501
Semi-supervised Learning for Dense Object Detection in Retail Scenes	Jaydeep Chauhan, Srikrishna Varadarajan, Muktabh Mayank Srivastava	2021	arxiv 2107.02114
MSDNN: Multi-Scale Deep Neural Network for Salient Object Detection	Fen Xiao, Wenzheng Deng, Liangchan Peng	2018	arxiv 1801.04187
OD-VIRAT: A Large-Scale Benchmark for Object Detection in Realistic Surveillance Environments	Hayat Ullah, Abbas Khan, Arslan Munir	2025	arxiv 2507.12396
Improving Object Detection Quality in Football Through Super-Resolution Techniques	Karolina Seweryn, Gabriel Chęć, Szymon \Lukasik	2024	arxiv 2402.00163
Self-Supervised Learning for Real-World Object Detection: a Survey	Alina Ciocarlan, Sidonie Lefebvre, Sylvie Le Hégarat-Mascle	2024	arxiv 2410.07442
Self-Supervised Object Detection via Generative Image Synthesis	Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash	2021	arxiv 2110.09848
Rethinking the backbone architecture for tiny object detection	Jinlai Ning, Haoyan Guan, Michael Spratling	2023	arxiv 2303.11267
DynamicDet: A Unified Dynamic Architecture for Object Detection	Zhihao Lin, Yongtao Wang, Jinhe Zhang	2023	arxiv 2304.05552
Object-Centric Stereo Matching for 3D Object Detection	Alex D. Pon, Jason Ku, Chengyao Li	2019	arxiv 1909.07566
Salvage of Supervision in Weakly Supervised Object Detection	Lin Sui, Chen-Lin Zhang, Jianxin Wu	2021	arxiv 2106.04073
CaT: Weakly Supervised Object Detection with Category Transfer	Tianyue Cao, Lianyu Du, Xiaoyun Zhang	2021	arxiv 2108.07487

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