Research

Papers for “object detection”

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

Title	Authors	Year	Source
Efficient Edge Deployment of Quantized YOLOv4-Tiny for Aerial Emergency Object Detection on Raspberry Pi 5	Sindhu Boddu, Arindam Mukherjee	2025	arxiv 2506.09300
Towards Training-Free Underwater 3D Object Detection from Sonar Point Clouds: A Comparison of Traditional and Deep Learning Approaches	M. Salman Shaukat, Yannik Käckenmeister, Sebastian Bader	2025	arxiv 2508.18293
MINI: Mining Implicit Novel Instances for Few-Shot Object Detection	Yuhang Cao, Jiaqi Wang, Yiqi Lin	2022	arxiv 2205.03381
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Yu Liu, Guanglu Song, Yuhang Zang	2020	arxiv 2003.07557
Align and Distill: Unifying and Improving Domain Adaptive Object Detection	Justin Kay, Timm Haucke, Suzanne Stathatos	2024	arxiv 2403.12029
Learning Adaptive Fusion Bank for Multi-modal Salient Object Detection	Kunpeng Wang, Zhengzheng Tu, Chenglong Li	2024	arxiv 2406.01127
SGV3D:Towards Scenario Generalization for Vision-based Roadside 3D Object Detection	Lei Yang, Xinyu Zhang, Jun Li	2024	arxiv 2401.16110
Spectrum-driven Mixed-frequency Network for Hyperspectral Salient Object Detection	Peifu Liu, Tingfa Xu, Huan Chen	2023	arxiv 2312.01060
A Gated Cross-domain Collaborative Network for Underwater Object Detection	Linhui Dai, Hong Liu, Pinhao Song	2023	arxiv 2306.14141
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection	Zhimeng Xin, Tianxu Wu, Shiming Chen	2023	arxiv 2309.08196
Online Active Proposal Set Generation for Weakly Supervised Object Detection	Ruibing Jin, Guosheng Lin, Changyun Wen	2021	arxiv 2101.07929
Inner-Scene Similarities as a Contextual Cue for Object Detection	Noa Arbel, Tamar Avraham, Michael Lindenbaum	2017	arxiv 1707.04406
Progressive Pixel-Neighborhood Deformable Cross-Attention for Multispectral Object Detection	Tian Qiu, Jifeng Shen, Xin Zuo	2026	arxiv 2606.24092
KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection	Xingyuan Li, Ruichao Hou, Tongwei Ren	2025	arxiv 2504.05878
OV-SCAN: Semantically Consistent Alignment for Novel Object Discovery in Open-Vocabulary 3D Object Detection	Adrian Chow, Evelien Riddell, Yimu Wang	2025	arxiv 2503.06435
DGA-Net: Enhancing SAM with Depth Prompting and Graph-Anchor Guidance for Camouflaged Object Detection	Yuetong Li, Qing Zhang, Yilin Zhao	2026	arxiv 2601.02831
RMK RetinaNet: Rotated Multi-Kernel RetinaNet for Robust Oriented Object Detection in Remote Sensing Imagery	Huiran Sun	2026	arxiv 2603.04793
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection	Huayi Zhou, Fei Jiang, Hongtao Lu	2022	arxiv 2211.02213
Cost-Aware Evaluation and Model Scaling for LiDAR-Based 3D Object Detection	Xiaofang Wang, Kris M. Kitani	2022	arxiv 2205.01142
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving	Mennatullah Siam, Heba Mahgoub, Mohamed Zahran	2017	arxiv 1709.04821

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