Research

Papers for “object detection”

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

Title	Authors	Year	Source
WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection	Tsung-Lin Tsou, Tsung-Han Wu, Winston H. Hsu	2023	arxiv 2310.03821
ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions	Fatmah AlHindaassi, Mohammed Talha Alam, Fakhri Karray	2025	arxiv 2506.15837
RadSimReal: Bridging the Gap Between Synthetic and Real Data in Radar Object Detection With Simulation	Oded Bialer, Yuval Haitman	2024	arxiv 2404.18150
Trained Model Fusion for Object Detection using Gating Network	Tetsuo Inoshita, Yuichi Nakatani, Katsuhiko Takahashi	2020	arxiv 2003.01288
UOLO - automatic object detection and segmentation in biomedical images	Teresa Araújo, Guilherme Aresta, Adrian Galdran	2018	arxiv 1810.05729
Boosting 3D Object Detection via Object-Focused Image Fusion	Hao Yang, Chen Shi, Yihong Chen	2022	arxiv 2207.10589
Interpreting Hand gestures using Object Detection and Digits Classification	Sangeetha K, Balaji VS, Kamalesh P	2024	arxiv 2407.10902
Towards a Generalizable Fusion Architecture for Multimodal Object Detection	Jad Berjawi, Yoann Dupas, Christophe C'erin	2025	arxiv 2510.17078
BirdNet: a 3D Object Detection Framework from LiDAR information	Jorge Beltran, Carlos Guindel, Francisco Miguel Moreno	2018	arxiv 1805.01195
PatchContrast: Self-Supervised Pre-training for 3D Object Detection	Oren Shrout, Ori Nizan, Yizhak Ben-Shabat	2023	arxiv 2308.06985
Test-time Vocabulary Adaptation for Language-driven Object Detection	Mingxuan Liu, Tyler L. Hayes, Massimiliano Mancini	2025	arxiv 2506.00333
CamoNAS: Neural Architecture Search for Enhanced Camouflaged Object Detection	Dawei Ren, Yan Zhang, Hongying Tang	2026	arxiv 2607.01870
Uncertainty Representation in a SOTIF-Related Use Case with Dempster-Shafer Theory for LiDAR Sensor-Based Object Detection	Milin Patel, Rolf Jung	2025	arxiv 2503.02087
What is a salient object? A dataset and a baseline model for salient object detection	Ali Borji	2014	arxiv 1412.5027
Spatial Likelihood Voting with Self-Knowledge Distillation for Weakly Supervised Object Detection	Ze Chen, Zhihang Fu, Jianqiang Huang	2022	arxiv 2204.06899
SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud	Yan Wang, Junbo Yin, Wei Li	2022	arxiv 2212.02845
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels	Runmin Cong, Qi Qin, Chen Zhang	2022	arxiv 2209.02957
Spatial Coherence Loss: All Objects Matter in Salient and Camouflaged Object Detection	Ziyun Yang, Kevin Choy, Sina Farsiu	2024	arxiv 2402.18698
SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation	Qiangeng Xu, Yin Zhou, Weiyue Wang	2021	arxiv 2108.06709
DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object Detection	A. Enes Doruk, Hasan F. Ates	2025	arxiv 2502.11178

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