Research

Papers for “object detection”

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

Title	Authors	Year	Source
Data-Free Model Extraction Attacks in the Context of Object Detection	Harshit Shah, Aravindhan G, Pavan Kulkarni	2023	arxiv 2308.05127
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection	Barza Nisar, Hruday Vishal Kanna Anand, Steven L. Waslander	2023	arxiv 2304.14460
AuxDepthNet: Real-Time Monocular 3D Object Detection with Depth-Sensitive Features	Ruochen Zhang, Hyeung-Sik Choi, Dongwook Jung	2025	arxiv 2501.03700
A Simple Background Augmentation Method for Object Detection with Diffusion Model	Yuhang Li, Xin Dong, Chen Chen	2024	arxiv 2408.00350
Rethinking Open-Set Object Detection: Issues, a New Formulation, and Taxonomy	Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani	2022	arxiv 2207.09775
DGSSM: Diffusion guided state-space models for multimodal salient object detection	Suklav Ghosh, Arijit Sur, Pinaki Mitra	2026	arxiv 2604.17585
R4Det: 4D Radar-Camera Fusion for High-Performance 3D Object Detection	Zhongyu Xia, Yousen Tang, Yongtao Wang	2026	arxiv 2603.11566
AFDet: Anchor Free One Stage 3D Object Detection	Runzhou Ge, Zhuangzhuang Ding, Yihan Hu	2020	arxiv 2006.12671
Bingham Procrustean Alignment for Object Detection in Clutter	Jared Glover, Sanja Popovic	2013	arxiv 1304.7399
Adaptive Object Detection Using Adjacency and Zoom Prediction	Yongxi Lu, Tara Javidi, Svetlana Lazebnik	2015	arxiv 1512.07711
Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection	Zhonghua Wu, Qingyi Tao, Guosheng Lin	2020	arxiv 2003.09790
VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection	Ziying Song, Guoxin Zhang, Jun Xie	2024	arxiv 2401.02702
GEM: Glare or Gloom, I Can Still See You -- End-to-End Multimodal Object Detection	Osama Mazhar, Robert Babuska, Jens Kober	2021	arxiv 2102.12319
LiRaFusion: Deep Adaptive LiDAR-Radar Fusion for 3D Object Detection	Jingyu Song, Lingjun Zhao, Katherine A. Skinner	2024	arxiv 2402.11735
Ego-Motion Estimation and Dynamic Motion Separation from 3D Point Clouds for Accumulating Data and Improving 3D Object Detection	Patrick Palmer, Martin Krueger, Richard Altendorfer	2023	arxiv 2308.15357
REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs	Caiwen Ding, Shuo Wang, Ning Liu	2019	arxiv 1909.13396
YOLO-TLA: An Efficient and Lightweight Small Object Detection Model based on YOLOv5	Chun-Lin Ji, Tao Yu, Peng Gao	2024	arxiv 2402.14309
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection	Jisong Kim, Minjae Seong, Jun Won Choi	2024	arxiv 2411.03013
Explainability-Inspired Layer-Wise Pruning of Deep Neural Networks for Efficient Object Detection	Abhinav Shukla, Nachiket Tapas	2026	arxiv 2602.14040
Enhancing Object Detection in Adverse Conditions using Thermal Imaging	Kshitij Agrawal, Anbumani Subramanian	2019	arxiv 1909.13551

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