Research

Papers for “object detection”

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

Title	Authors	Year	Source
Attention-Based Depth Distillation with 3D-Aware Positional Encoding for Monocular 3D Object Detection	Zizhang Wu, Yunzhe Wu, Jian Pu	2022	arxiv 2211.16779
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art	Aref Miri Rekavandi, Shima Rashidi, Farid Boussaid	2023	arxiv 2309.04902
LXL: LiDAR Excluded Lean 3D Object Detection with 4D Imaging Radar and Camera Fusion	Weiyi Xiong, Jianan Liu, Tao Huang	2023	arxiv 2307.00724
Small Object Detection in Complex Backgrounds with Multi-Scale Attention and Global Relation Modeling	Wenguang Tao, Xiaotian Wang, Tian Yan	2026	arxiv 2603.03788
Fast Learning and Prediction for Object Detection using Whitened CNN Features	Björn Barz, Erik Rodner, Christoph Käding	2017	arxiv 1704.02930
Unsupervised Salient Object Detection with Spectral Cluster Voting	Gyungin Shin, Samuel Albanie, Weidi Xie	2022	arxiv 2203.12614
Inconsistency-based Active Learning for LiDAR Object Detection	Esteban Rivera, Loic Stratil, Markus Lienkamp	2025	arxiv 2505.00511
DiffuBox: Refining 3D Object Detection with Point Diffusion	Xiangyu Chen, Zhenzhen Liu, Katie Z Luo	2024	arxiv 2405.16034
Self-EMD: Self-Supervised Object Detection without ImageNet	Songtao Liu, Zeming Li, Jian Sun	2020	arxiv 2011.13677
Rethinking Voxelization and Classification for 3D Object Detection	Youshaa Murhij, Alexander Golodkov, Dmitry Yudin	2023	arxiv 2301.04058
The Role of Context Selection in Object Detection	Ruichi Yu, Xi Chen, Vlad I. Morariu	2016	arxiv 1609.02948
Transferable Adversarial Examples for Anchor Free Object Detection	Quanyu Liao, Xin Wang, Bin Kong	2021	arxiv 2106.01618
Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System	Issac Sim, Ju-Hyung Lim, Young-Wan Jang	2021	arxiv 2108.00392
Soft Labels for Rapid Satellite Object Detection	Matthew Ciolino, Grant Rosario, David Noever	2022	arxiv 2212.00585
Zero-Shot Co-salient Object Detection Framework	Haoke Xiao, Lv Tang, Bo Li	2023	arxiv 2309.05499
Inverting and Visualizing Features for Object Detection	Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz	2012	arxiv 1212.2278
Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection	Yuxin Fang, Shusheng Yang, Shijie Wang	2022	arxiv 2204.02964
TANet: Robust 3D Object Detection from Point Clouds with Triple Attention	Zhe Liu, Xin Zhao, Tengteng Huang	2019	arxiv 1912.05163
Deep Object Detection based Mitosis Analysis in Breast Cancer Histopathological Images	Anabia Sohail, Muhammad Ahsan Mukhtar, Asifullah Khan	2020	arxiv 2003.08803
Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation	Fangyun Wei, Xiao Sun, Hongyang Li	2020	arxiv 2007.02846

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