Research

Papers for “object detection”

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

Title	Authors	Year	Source
Better Sampling, towards Better End-to-end Small Object Detection	Zile Huang, Chong Zhang, Mingyu Jin	2024	arxiv 2407.06127
Video Salient Object Detection via Contrastive Features and Attention Modules	Yi-Wen Chen, Xiaojie Jin, Xiaohui Shen	2021	arxiv 2111.02368
On the Adversarial Robustness of Camera-based 3D Object Detection	Shaoyuan Xie, Zichao Li, Zeyu Wang	2023	arxiv 2301.10766
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models	Jingyuan Zhu, Shiyu Li, Yuxuan Liu	2024	arxiv 2405.15199
Robust Object Detection of Underwater Robot based on Domain Generalization	Pinhao Song	2025	arxiv 2503.19929
DR-WLC: Dimensionality Reduction cognition for object detection and pose estimation by Watching, Learning and Checking	Yu Gao, Xi Xu, Tianji Jiang	2023	arxiv 2301.06944
Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation	Dongsheng Wang, Xu Jia, Yang Zhang	2023	arxiv 2303.09919
Residual Bi-Fusion Feature Pyramid Network for Accurate Single-shot Object Detection	Ping-Yang Chen, Jun-Wei Hsieh, Chien-Yao Wang	2019	arxiv 1911.12051
IIIT-AR-13K: A New Dataset for Graphical Object Detection in Documents	Ajoy Mondal, Peter Lipps, C. V. Jawahar	2020	arxiv 2008.02569
Task Specific Attention is one more thing you need for object detection	Sang Yon Lee	2022	arxiv 2202.09048
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild	Yang Xiao, Vincent Lepetit, Renaud Marlet	2020	arxiv 2007.12107
Robustness-Aware 3D Object Detection in Autonomous Driving: A Review and Outlook	Ziying Song, Lin Liu, Feiyang Jia	2024	arxiv 2401.06542
Purifying, Labeling, and Utilizing: A High-Quality Pipeline for Small Object Detection	Siwei Wang, Zhiwei Chen, Liujuan Cao	2025	arxiv 2504.20602
Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection	Yinmin Zhang, Xinzhu Ma, Shuai Yi	2021	arxiv 2107.13931
SSL-OTA: Unveiling Backdoor Threats in Self-Supervised Learning for Object Detection	Qiannan Wang, Changchun Yin, Lu Zhou	2023	arxiv 2401.00137
AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training	Xingyuan Li, Jinyuan Liu, Long Ma	2023	arxiv 2309.01106
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images	Nanqing Liu, Xun Xu, Turgay Celik	2023	arxiv 2303.06817
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles	Ran Xu, Chen-lin Zhang, Pengcheng Wang	2020	arxiv 2010.10754
Anchor Retouching via Model Interaction for Robust Object Detection in Aerial Images	Dong Liang, Qixiang Geng, Zongqi Wei	2021	arxiv 2112.06701
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations	Yuwei Zhang, Yan Wu, Yanming Liu	2024	arxiv 2403.11220

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