Research

Papers for “object detection”

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

Title	Authors	Year	Source
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection	Shuhan Dong, Yunsong Li, Weiying Xie	2024	arxiv 2410.11358
HDI-Former: Hybrid Dynamic Interaction ANN-SNN Transformer for Object Detection Using Frames and Events	Dianze Li, Jianing Li, Xu Liu	2024	arxiv 2411.18658
Fine-Tuning Florence2 for Enhanced Object Detection in Un-constructed Environments: Vision-Language Model Approach	Aysegul Ucar, Soumyadeep Ro, Sanapala Satwika	2025	arxiv 2503.04918
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks	Deng-Ping Fan, Zheng Lin, Jia-Xing Zhao	2019	arxiv 1907.06781
DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding	Tianhe Ren, Yihao Chen, Qing Jiang	2024	arxiv 2411.14347
Safety-Aligned 3D Object Detection: Single-Vehicle, Cooperative, and End-to-End Perspectives	Brian Hsuan-Cheng Liao, Chih-Hong Cheng, Hasan Esen	2026	arxiv 2604.03325
Class-specific diffusion models improve military object detection in a low-data domain	Ella P. Fokkinga, Jan Erik van Woerden, Thijs A. Eker	2026	arxiv 2604.18076
2nd Place Solution to ECCV 2020 VIPriors Object Detection Challenge	Yinzheng Gu, Yihan Pan, Shizhe Chen	2020	arxiv 2007.08849
Learned Enrichment of Top-View Grid Maps Improves Object Detection	Sascha Wirges, Ye Yang, Sven Richter	2020	arxiv 2003.00710
Real-Time Multi-Modal Embedded Vision Framework for Object Detection Facial Emotion Recognition and Biometric Identification on Low-Power Edge Platforms	S. M. Khalid Bin Zahid, Md. Rakibul Hasan Nishat, Abdul Hasib	2026	arxiv 2601.11970
BEVStereo++: Accurate Depth Estimation in Multi-view 3D Object Detection via Dynamic Temporal Stereo	Yinhao Li, Jinrong Yang, Jianjian Sun	2023	arxiv 2304.04185
Trident Pyramid Networks: The importance of processing at the feature pyramid level for better object detection	Cédric Picron, Tinne Tuytelaars	2021	arxiv 2110.04004
Tell Me What They're Holding: Weakly-supervised Object Detection with Transferable Knowledge from Human-object Interaction	Daesik Kim, Gyujeong Lee, Jisoo Jeong	2019	arxiv 1911.08141
Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection	Ryosuke Furuta, Yoichi Sato	2023	arxiv 2310.19351
The Impact of Synthetic Data on Object Detection Model Performance: A Comparative Analysis with Real-World Data	Muammer Bay, Timo von Marcard, Dren Fazlija	2025	arxiv 2510.12208
End-to-End Semi-Supervised Object Detection with Soft Teacher	Mengde Xu, Zheng Zhang, Han Hu	2021	arxiv 2106.09018
RadarFormer: Lightweight and Accurate Real-Time Radar Object Detection Model	Yahia Dalbah, Jean Lahoud, Hisham Cholakkal	2023	arxiv 2304.08447
GroupTransNet: Group Transformer Network for RGB-D Salient Object Detection	Xian Fang, Jinshao Zhu, Xiuli Shao	2022	arxiv 2203.10785
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation	Xiuye Gu, Tsung-Yi Lin, Weicheng Kuo	2021	arxiv 2104.13921
MobileDenseNet: A new approach to object detection on mobile devices	Mohammad Hajizadeh, Mohammad Sabokrou, Adel Rahmani	2022	arxiv 2207.11031

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