Research

Papers for “object detection”

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

Title	Authors	Year	Source
Virtual Sparse Convolution for Multimodal 3D Object Detection	Hai Wu, Chenglu Wen, Shaoshuai Shi	2023	arxiv 2303.02314
Dynamic Relevance Learning for Few-Shot Object Detection	Weijie Liu, Chong Wang, Haohe Li	2021	arxiv 2108.02235
Semi-Supervised Object Detection with Sparsely Annotated Dataset	Jihun Yoon, Seungbum Hong, Sanha Jeong	2020	arxiv 2006.11692
POD: Practical Object Detection with Scale-Sensitive Network	Junran Peng, Ming Sun, Zhaoxiang Zhang	2019	arxiv 1909.02225
Source-Free Domain Adaptation for YOLO Object Detection	Simon Varailhon, Masih Aminbeidokhti, Marco Pedersoli	2024	arxiv 2409.16538
Improving Apple Object Detection with Occlusion-Enhanced Distillation	Liang Geng	2024	arxiv 2409.01573
Recurrent Scale Approximation for Object Detection in CNN	Yu Liu, Hongyang Li, Junjie Yan	2017	arxiv 1707.09531
UltraFlwr -- An Efficient Federated Surgical Object Detection Framework	Yang Li, Soumya Snigdha Kundu, Maxence Boels	2025	arxiv 2503.15161
YOLO-IOD: Towards Real Time Incremental Object Detection	Shizhou Zhang, Xueqiang Lv, Yinghui Xing	2025	arxiv 2512.22973
DETOUR: A Practical Backdoor Attack against Object Detection	Dazhuang Liu, Yanqi Qiao, Rui Wang	2026	arxiv 2604.24599
Object Detection Based Handwriting Localization	Yuli Wu, Yucheng Hu, Suting Miao	2021	arxiv 2106.14989
Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature Aggregation	Xinggang Wang, Zhaojin Huang, Bencheng Liao	2021	arxiv 2103.14529
Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection	Carlo Biffi, Steven McDonagh, Philip Torr	2020	arxiv 2008.09694
Reveal of Domain Effect: How Visual Restoration Contributes to Object Detection in Aquatic Scenes	Xingyu Chen, Yue Lu, Zhengxing Wu	2020	arxiv 2003.01913
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers	Wei Zhang, Yuantao Wang, Haowei Yang	2025	arxiv 2506.12324
MUFASA: Multi-View Fusion and Adaptation Network with Spatial Awareness for Radar Object Detection	Xiangyuan Peng, Miao Tang, Huawei Sun	2024	arxiv 2408.00565
View Classification and Object Detection in Cardiac Ultrasound to Localize Valves via Deep Learning	Derya Gol Gungor, Bimba Rao, Cynthia Wolverton	2023	arxiv 2311.00068
Solution for OOD-CV UNICORN Challenge 2024 Object Detection Assistance LLM Counting Ability Improvement	Zhouyang Chi, Qingyuan Jiang, Yang Yang	2024	arxiv 2410.16287
WS-DETR: Robust Water Surface Object Detection through Vision-Radar Fusion with Detection Transformer	Huilin Yin, Pengyu Wang, Senmao Li	2025	arxiv 2504.07441
Domain Randomization for Object Detection in Manufacturing Applications using Synthetic Data: A Comprehensive Study	Xiaomeng Zhu, Jacob Henningsson, Duruo Li	2025	arxiv 2506.07539

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