Research

Papers for “object detection”

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

Title	Authors	Year	Source
Smooth and Stepwise Self-Distillation for Object Detection	Jieren Deng, Xin Zhou, Hao Tian	2023	arxiv 2303.05015
Event-to-Video Conversion for Overhead Object Detection	Darryl Hannan, Ragib Arnab, Gavin Parpart	2024	arxiv 2402.06805
Multimodal Object Query Initialization for 3D Object Detection	Mathijs R. van Geerenstein, Felicia Ruppel, Klaus Dietmayer	2023	arxiv 2310.10353
Viewpoint Equivariance for Multi-View 3D Object Detection	Dian Chen, Jie Li, Vitor Guizilini	2023	arxiv 2303.14548
MonoNext: A 3D Monocular Object Detection with ConvNext	Marcelo Eduardo Pederiva, José Mario De Martino, Alessandro Zimmer	2023	arxiv 2308.00596
HIC-YOLOv5: Improved YOLOv5 For Small Object Detection	Shiyi Tang, Shu Zhang, Yini Fang	2023	arxiv 2309.16393
Multi-stage Object Detection with Group Recursive Learning	Jianan Li, Xiaodan Liang, Jianshu Li	2016	arxiv 1608.05159
Real-time Object Detection: YOLOv1 Re-Implementation in PyTorch	Michael Shenoda	2023	arxiv 2305.17786
microYOLO: Towards Single-Shot Object Detection on Microcontrollers	Mark Deutel, Christopher Mutschler, Jürgen Teich	2024	arxiv 2408.15865
FrustumFusionNets: A Three-Dimensional Object Detection Network Based on Tractor Road Scene	Lili Yang, Mengshuai Chang, Xiao Guo	2025	arxiv 2503.13951
On Physical Adversarial Patches for Object Detection	Mark Lee, Zico Kolter	2019	arxiv 1906.11897
Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness	Shuo Liu, Zheng Liu	2017	arxiv 1712.00075
DEYO: DETR with YOLO for Step-by-Step Object Detection	Haodong Ouyang	2022	arxiv 2211.06588
LLM-Guided Agentic Object Detection for Open-World Understanding	Furkan Mumcu, Michael J. Jones, Anoop Cherian	2025	arxiv 2507.10844
WW-Nets: Dual Neural Networks for Object Detection	Mohammad K. Ebrahimpour, J. Ben Falandays, Samuel Spevack	2020	arxiv 2005.07787
SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection	Wei Zhang, Xiang Liu, Ningjing Liu	2026	arxiv 2602.03634
Model-agnostic explainable artificial intelligence for object detection in image data	Milad Moradi, Ke Yan, David Colwell	2023	arxiv 2303.17249
Cross-Modality 3D Object Detection	Ming Zhu, Chao Ma, Pan Ji	2020	arxiv 2008.10436
Rotationally Equivariant 3D Object Detection	Hong-Xing Yu, Jiajun Wu, Li Yi	2022	arxiv 2204.13630
Towards Stable 3D Object Detection	Jiabao Wang, Qiang Meng, Guochao Liu	2024	arxiv 2407.04305

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