Research

Papers for “object detection”

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

Title	Authors	Year	Source
DFTR: Depth-supervised Fusion Transformer for Salient Object Detection	Heqin Zhu, Xu Sun, Yuexiang Li	2022	arxiv 2203.06429
DQnet: Cross-Model Detail Querying for Camouflaged Object Detection	Wei Sun, Chengao Liu, Linyan Zhang	2022	arxiv 2212.08296
Pillar R-CNN for Point Cloud 3D Object Detection	Guangsheng Shi, Ruifeng Li, Chao Ma	2023	arxiv 2302.13301
Cross-Domain Document Object Detection: Benchmark Suite and Method	Kai Li, Curtis Wigington, Chris Tensmeyer	2020	arxiv 2003.13197
Probabilistic Anchor Assignment with IoU Prediction for Object Detection	Kang Kim, Hee Seok Lee	2020	arxiv 2007.08103
Equalized Focal Loss for Dense Long-Tailed Object Detection	Bo Li, Yongqiang Yao, Jingru Tan	2022	arxiv 2201.02593
Camouflaged Object Detection via Context-aware Cross-level Fusion	Geng Chen, Si-Jie Liu, Yu-Jia Sun	2022	arxiv 2207.13362
SODAWideNet++: Combining Attention and Convolutions for Salient Object Detection	Rohit Venkata Sai Dulam, Chandra Kambhamettu	2024	arxiv 2408.16645
Rank & Sort Loss for Object Detection and Instance Segmentation	Kemal Oksuz, Baris Can Cam, Emre Akbas	2021	arxiv 2107.11669
Semantics-Guided Contrastive Network for Zero-Shot Object detection	Caixia Yan, Xiaojun Chang, Minnan Luo	2021	arxiv 2109.06062
Periodically Exchange Teacher-Student for Source-Free Object Detection	Qipeng Liu, Luojun Lin, Zhifeng Shen	2023	arxiv 2311.13930
Texture-Semantic Collaboration Network for ORSI Salient Object Detection	Gongyang Li, Zhen Bai, Zhi Liu	2023	arxiv 2312.03548
Fast Object Detection with a Machine Learning Edge Device	Richard C. Rodriguez, Jonah Elijah P. Bardos	2024	arxiv 2410.04173
LGI-DETR: Local-Global Interaction for UAV Object Detection	Zifa Chen	2025	arxiv 2503.18785
MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection	Kemal Oksuz, Selim Kuzucu, Tom Joy	2023	arxiv 2309.14976
Geometric-aware Pretraining for Vision-centric 3D Object Detection	Linyan Huang, Huijie Wang, Jia Zeng	2023	arxiv 2304.03105
Uncertainty Aware Human-machine Collaboration in Camouflaged Object Detection	Ziyue Yang, Kehan Wang, Yuhang Ming	2025	arxiv 2502.08373
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers	Jiacheng Zhang, Xiangru Lin, Wei Zhang	2023	arxiv 2307.08095
Towards Long-Range 3D Object Detection for Autonomous Vehicles	Ajinkya Khoche, Laura Pereira Sánchez, Nazre Batool	2023	arxiv 2310.04800
Context Aware Grounded Teacher for Source Free Object Detection	Tajamul Ashraf, Rajes Manna, Partha Sarathi Purkayastha	2025	arxiv 2504.15404

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