Research

Papers for “object detection”

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

Title	Authors	Year	Source
Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning	Yan Li, Weiwei Guo, Xue Yang	2023	arxiv 2311.11646
COMO: Cross-Mamba Interaction and Offset-Guided Fusion for Multimodal Object Detection	Chang Liu, Xin Ma, Xiaochen Yang	2024	arxiv 2412.18076
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection	Lewei Yao, Hang Xu, Wei Zhang	2019	arxiv 1911.09929
Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing Images	Zhou Huang, Tian-Zhu Xiang, Huai-Xin Chen	2022	arxiv 2202.03501
Efficient Feature Distillation for Zero-shot Annotation Object Detection	Zhuoming Liu, Xuefeng Hu, Ram Nevatia	2023	arxiv 2303.12145
Generative Transformer for Accurate and Reliable Salient Object Detection	Yuxin Mao, Jing Zhang, Zhexiong Wan	2021	arxiv 2104.10127
RemDet: Rethinking Efficient Model Design for UAV Object Detection	Chen Li, Rui Zhao, Zeyu Wang	2024	arxiv 2412.10040
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing	Huthaifa I. Ashqar, Ahmed Jaber, Taqwa I. Alhadidi	2024	arxiv 2409.18286
Few-Shot Object Detection by Attending to Per-Sample-Prototype	Hojun Lee, Myunggi Lee, Nojun Kwak	2021	arxiv 2109.07734
Deep Learning Object Detection Methods for Ecological Camera Trap Data	Stefan Schneider, Graham W. Taylor, Stefan C. Kremer	2018	arxiv 1803.10842
Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN	Zhenwei He, Lei Zhang	2020	arxiv 2007.01571
SALISA: Saliency-based Input Sampling for Efficient Video Object Detection	Babak Ehteshami Bejnordi, Amirhossein Habibian, Fatih Porikli	2022	arxiv 2204.02397
Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism	Binbin Yang, Xinchi Deng, Han Shi	2022	arxiv 2205.03055
Replication Study and Benchmarking of Real-Time Object Detection Models	Pierre-Luc Asselin, Vincent Coulombe, William Guimont-Martin	2024	arxiv 2405.06911
PETDet: Proposal Enhancement for Two-Stage Fine-Grained Object Detection	Wentao Li, Danpei Zhao, Bo Yuan	2023	arxiv 2312.10515
Extending Dataset Pruning to Object Detection: A Variance-based Approach	Ryota Yagi	2025	arxiv 2505.17245
UP-DETR: Unsupervised Pre-training for Object Detection with Transformers	Zhigang Dai, Bolun Cai, Yugeng Lin	2020	arxiv 2011.09094
Object Detection in Aerial Images with Uncertainty-Aware Graph Network	Jongha Kim, Jinheon Baek, Sung Ju Hwang	2022	arxiv 2208.10781
IDMS: Instance Depth for Multi-scale Monocular 3D Object Detection	Chao Hu, Liqiang Zhu, Weibing Qiu	2022	arxiv 2212.01528
Dual-Stream Spectral Decoupling Distillation for Remote Sensing Object Detection	Xiangyi Gao, Danpei Zhao, Bo Yuan	2025	arxiv 2512.04413

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