Research

Papers for “object detection”

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

Title	Authors	Year	Source
Once Detected, Never Lost: Surpassing Human Performance in Offline LiDAR based 3D Object Detection	Lue Fan, Yuxue Yang, Yiming Mao	2023	arxiv 2304.12315
Real-Time and Robust 3D Object Detection Within Road-Side LiDARs Using Domain Adaptation	Walter Zimmer, Marcus Grabler, Alois Knoll	2022	arxiv 2204.00132
Self-Training and Multi-Task Learning for Limited Data: Evaluation Study on Object Detection	Hoàng-Ân Lê, Minh-Tan Pham	2023	arxiv 2309.06288
Synchronized Object Detection for Autonomous Sorting, Mapping, and Quantification of Materials in Circular Healthcare	Federico Zocco, Daniel R. Lake, Seán McLoone	2024	arxiv 2405.06821
Monocular 3D Object Detection with Decoupled Structured Polygon Estimation and Height-Guided Depth Estimation	Yingjie Cai, Buyu Li, Zeyu Jiao	2020	arxiv 2002.01619
Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection	Mohamed L. Mekhalfi, Davide Boscaini, Fabio Poiesi	2023	arxiv 2308.15353
DetOFA: Efficient Training of Once-for-All Networks for Object Detection Using Path Filter	Yuiko Sakuma, Masato Ishii, Takuya Narihira	2023	arxiv 2303.13121
Automatic Salient Object Detection for Panoramic Images Using Region Growing and Fixation Prediction Model	Chunbiao Zhu, Kan Huang, Ge Li	2017	arxiv 1710.04071
The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection	Geoffroi Côté, Fahim Mannan, Simon Thibault	2022	arxiv 2212.04441
ALIGN: Advanced Query Initialization with LiDAR-Image Guidance for Occlusion-Robust 3D Object Detection	Janghyun Baek, Mincheol Chang, Seokha Moon	2025	arxiv 2512.18187
Identify Light-Curve Signals with Deep Learning Based Object Detection Algorithm. I. Transit Detection	Kaiming Cui, Junjie Liu, Fabo Feng	2021	arxiv 2108.00670
Point-aware Interaction and CNN-induced Refinement Network for RGB-D Salient Object Detection	Runmin Cong, Hongyu Liu, Chen Zhang	2023	arxiv 2308.08930
Multi-Representation Adapter with Neural Architecture Search for Efficient Range-Doppler Radar Object Detection	Zhiwei Lin, Weicheng Zheng, Yongtao Wang	2025	arxiv 2509.01280
Certainty Is Redundant: Token Sparsification for Efficient Camouflaged Object Detection with Vision Foundation Models	Yuhan Gao, Shuhao Kang, Xin He	2026	arxiv 2604.16854
Weakly Supervised Object Detection in Chest X-Rays with Differentiable ROI Proposal Networks and Soft ROI Pooling	Philip Müller, Felix Meissen, Georgios Kaissis	2024	arxiv 2402.11985
D$^3$R-DETR: DETR with Dual-Domain Density Refinement for Tiny Object Detection in Aerial Images	Zixiao Wen, Zhen Yang, Xianjie Bao	2026	arxiv 2601.02747
Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of Attention	Matthew R. Keaton, Ram J. Zaveri, Meghana Kovur	2021	arxiv 2106.02141
Comparative Analysis of Advanced AI-based Object Detection Models for Pavement Marking Quality Assessment during Daytime	Gian Antariksa, Rohit Chakraborty, Shriyank Somvanshi	2025	arxiv 2503.11008
MLMA-Net: multi-level multi-attentional learning for multi-label object detection in textile defect images	Bing Wei, Kuangrong Hao, Lei Gao	2021	arxiv 2102.00376
The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results	Xingyu Qiu, Yuqian Fu, Jiawei Geng	2026	arxiv 2604.11998

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