Research

Papers for “object detection”

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

Title	Authors	Year	Source
Box-Level Class-Balanced Sampling for Active Object Detection	Jingyi Liao, Xun Xu, Chuan-Sheng Foo	2025	arxiv 2508.17849
Deep Active Perception for Object Detection using Navigation Proposals	Stefanos Ginargiros, Nikolaos Passalis, Anastasios Tefas	2023	arxiv 2312.10200
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection	Keren Ye, Adriana Kovashka, Mark Sandler	2021	arxiv 2101.01260
Active Learning for Deep Object Detection via Probabilistic Modeling	Jiwoong Choi, Ismail Elezi, Hyuk-Jae Lee	2021	arxiv 2103.16130
Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery	Akram Zaytar, Caleb Robinson, Gilles Q. Hacheme	2024	arxiv 2403.02736
Q-YOLO: Efficient Inference for Real-time Object Detection	Mingze Wang, Huixin Sun, Jun Shi	2023	arxiv 2307.04816
EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning	Monish R. Nallapareddy, Kshitij Sirohi, Paulo L. J. Drews-Jr	2023	arxiv 2303.03037
Progressive Multi-Modal Fusion for Robust 3D Object Detection	Rohit Mohan, Daniele Cattaneo, Florian Drews	2024	arxiv 2410.07475
SparseAlign: A Fully Sparse Framework for Cooperative Object Detection	Yunshuang Yuan, Yan Xia, Daniel Cremers	2025	arxiv 2503.12982
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection	Zeyi Huang, Yang Zou, Vijayakumar Bhagavatula	2020	arxiv 2010.12023
Bi-Dimensional Feature Alignment for Cross-Domain Object Detection	Zhen Zhao, Yuhong Guo, Jieping Ye	2020	arxiv 2011.07205
Simple Training Strategies and Model Scaling for Object Detection	Xianzhi Du, Barret Zoph, Wei-Chih Hung	2021	arxiv 2107.00057
Robust Backdoor Attacks on Object Detection in Real World	Yaguan Qian, Boyuan Ji, Shuke He	2023	arxiv 2309.08953
Semi-supervised Salient Object Detection with Effective Confidence Estimation	Jiawei Liu, Jing Zhang, Nick Barnes	2021	arxiv 2112.14019
Wide-Residual-Inception Networks for Real-time Object Detection	Youngwan Lee, Byeonghak Yim, Huien Kim	2017	arxiv 1702.01243
Object Detection Through Exploration With A Foveated Visual Field	Emre Akbas, Miguel P. Eckstein	2014	arxiv 1408.0814
LP-DETR: Layer-wise Progressive Relations for Object Detection	Zhengjian Kang, Ye Zhang, Xiaoyu Deng	2025	arxiv 2502.05147
Object-Centric Data Synthesis for Category-level Object Detection	Vikhyat Agarwal, Jiayi Cora Guo, Declan Hoban	2025	arxiv 2511.23450
Uncertainty Estimation for 3D Object Detection via Evidential Learning	Nikita Durasov, Rafid Mahmood, Jiwoong Choi	2024	arxiv 2410.23910
RadarPillars: Efficient Object Detection from 4D Radar Point Clouds	Alexander Musiat, Laurenz Reichardt, Michael Schulze	2024	arxiv 2408.05020

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