Research

Papers for “object detection”

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

Title	Authors	Year	Source
Learning a Layout Transfer Network for Context Aware Object Detection	Tao Wang, Xuming He, Yuanzheng Cai	2019	arxiv 1912.03865
MelNet: A Real-Time Deep Learning Algorithm for Object Detection	Yashar Azadvatan, Murat Kurt	2024	arxiv 2401.17972
A Survey of Modern Object Detection Literature using Deep Learning	Karanbir Singh Chahal, Kuntal Dey	2018	arxiv 1808.07256
One-Shot Object Detection without Fine-Tuning	Xiang Li, Lin Zhang, Yau Pun Chen	2020	arxiv 2005.03819
Dive Deeper Into Box for Object Detection	Ran Chen, Yong Liu, Mengdan Zhang	2020	arxiv 2007.14350
Feedback RoI Features Improve Aerial Object Detection	Botao Ren, Botian Xu, Tengyu Liu	2023	arxiv 2311.17129
Issues in Object Detection in Videos using Common Single-Image CNNs	Spencer Ploeger, Lucas Dasovic	2021	arxiv 2105.12822
The 1st Tiny Object Detection Challenge:Methods and Results	Xuehui Yu, Zhenjun Han, Yuqi Gong	2020	arxiv 2009.07506
Occlusion Handling in Generic Object Detection: A Review	Kaziwa Saleh, Sándor Szénási, Zoltán Vámossy	2021	arxiv 2101.08845
A Competitive Method to VIPriors Object Detection Challenge	Fei Shen, Xin He, Mengwan Wei	2021	arxiv 2104.09059
AttentionNet: Aggregating Weak Directions for Accurate Object Detection	Donggeun Yoo, Sunggyun Park, Joon-Young Lee	2015	arxiv 1506.07704
Fewer is More: Efficient Object Detection in Large Aerial Images	Xingxing Xie, Gong Cheng, Qingyang Li	2022	arxiv 2212.13136
Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection	Burhaneddin Yaman, Tanvir Mahmud, Chun-Hao Liu	2023	arxiv 2305.08069
Which2comm: An Efficient Collaborative Perception Framework for 3D Object Detection	Duanrui Yu, Jing You, Xin Pei	2025	arxiv 2503.17175
Improving the performance of object detection by preserving label distribution	Heewon Lee, Sangtae Ahn	2023	arxiv 2308.14466
An Object Detection based Solver for Google's Image reCAPTCHA v2	Md Imran Hossen, Yazhou Tu, Md Fazle Rabby	2021	arxiv 2104.03366
SemOD: Semantic Enabled Object Detection Network under Various Weather Conditions	Aiyinsi Zuo, Zhaoliang Zheng	2025	arxiv 2511.22142
MatrixNets: A New Scale and Aspect Ratio Aware Architecture for Object Detection	Abdullah Rashwan, Rishav Agarwal, Agastya Kalra	2020	arxiv 2001.03194
HPS-Det: Dynamic Sample Assignment with Hyper-Parameter Search for Object Detection	Ji Liu, Dong Li, Zekun Li	2022	arxiv 2207.11539
DEYOLO: Dual-Feature-Enhancement YOLO for Cross-Modality Object Detection	Yishuo Chen, Boran Wang, Xinyu Guo	2024	arxiv 2412.04931

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