Research

Papers for “object detection”

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

Title	Authors	Year	Source
GMAIR: Unsupervised Object Detection Based on Spatial Attention and Gaussian Mixture	Weijin Zhu, Yao Shen, Linfeng Yu	2021	arxiv 2106.01722
Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer	Quoc Khanh Nguyen, Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen	2024	arxiv 2404.13417
A Fast Location Algorithm for Very Sparse Point Clouds Based on Object Detection	Shiyu Fan	2021	arxiv 2110.10901
Region Graph Based Method for Multi-Object Detection and Tracking using Depth Cameras	Sachin Mehta, Balakrishnan Prabhakaran	2016	arxiv 1603.03783
Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments	Dong Kyun Shin, Minhaz Uddin Ahmed, Phill Kyu Rhee	2018	arxiv 1810.10323
Neighbor-Vote: Improving Monocular 3D Object Detection through Neighbor Distance Voting	Xiaomeng Chu, Jiajun Deng, Yao Li	2021	arxiv 2107.02493
Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle Perception	Everett Richards, Bipul Thapa, Lena Mashayekhy	2025	arxiv 2506.06474
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture	Syed Sha Qutub, Neslihan Kose, Rafael Rosales	2023	arxiv 2309.08036
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection	Chang Xu, Jinwang Wang, Wen Yang	2022	arxiv 2208.08738
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection	Tianhe Ren, Qing Jiang, Shilong Liu	2024	arxiv 2405.10300
Low-latency Event-based Object Detection with Spatially-Sparse Linear Attention	Haiqing Hao, Zhipeng Sui, Rong Zou	2026	arxiv 2603.06228
Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection	Tianyi Zhao, Maoxun Yuan, Feng Jiang	2024	arxiv 2401.10731
Universal Noise Annotation: Unveiling the Impact of Noisy annotation on Object Detection	Kwangrok Ryoo, Yeonsik Jo, Seungjun Lee	2023	arxiv 2312.13822
Towards Better Explanations for Object Detection	Van Binh Truong, Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen	2023	arxiv 2306.02744
3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection	He Wang, Yezhen Cong, Or Litany	2020	arxiv 2012.04355
Multi-Sem Fusion: Multimodal Semantic Fusion for 3D Object Detection	Shaoqing Xu, Fang Li, Ziying Song	2022	arxiv 2212.05265
Object Detection based on OcSaFPN in Aerial Images with Noise	Chengyuan Li, Jun Liu, Hailong Hong	2020	arxiv 2012.09859
Cross-Domain Adaptive Teacher for Object Detection	Yu-Jhe Li, Xiaoliang Dai, Chih-Yao Ma	2021	arxiv 2111.13216
Real-Time Flying Object Detection with YOLOv8	Dillon Reis, Jordan Kupec, Jacqueline Hong	2023	arxiv 2305.09972
Cubify Anything: Scaling Indoor 3D Object Detection	Justin Lazarow, David Griffiths, Gefen Kohavi	2024	arxiv 2412.04458

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