Research

Papers for “object detection”

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

Title	Authors	Year	Source
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images	Zhanchao Huang, Wei Li, Xiang-Gen Xia	2022	arxiv 2209.07709
Active Learning for Object Detection with Non-Redundant Informative Sampling	Aral Hekimoglu, Adrian Brucker, Alper Kagan Kayali	2023	arxiv 2307.08414
APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection	Anneliese Braunegg, Amartya Chakraborty, Michael Krumdick	2019	arxiv 1912.08166
Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes	Di Wu, Pengfei Chen, Xuehui Yu	2023	arxiv 2307.12101
Rich feature hierarchies for accurate object detection and semantic segmentation	Ross Girshick, Jeff Donahue, Trevor Darrell	2013	arxiv 1311.2524
LCNN: Low-level Feature Embedded CNN for Salient Object Detection	Hongyang Li, Huchuan Lu, Zhe Lin	2015	arxiv 1508.03928
SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection	Phi Vu Tran	2024	arxiv 2412.20047
BEVDilation: LiDAR-Centric Multi-Modal Fusion for 3D Object Detection	Guowen Zhang, Chenhang He, Liyi Chen	2025	arxiv 2512.02972
MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection	Hou-I Liu, Christine Wu, Jen-Hao Cheng	2024	arxiv 2404.04910
Panopticus: Omnidirectional 3D Object Detection on Resource-constrained Edge Devices	Jeho Lee, Chanyoung Jung, Jiwon Kim	2024	arxiv 2410.01270
Salient Object Detection in Complex Weather Conditions via Noise Indicators	Quan Chen, Xiaokai Yang, Tingyu Wang	2025	arxiv 2512.10592
MambaFusion: Adaptive State-Space Fusion for Multimodal 3D Object Detection	Venkatraman Narayanan, Bala Sai, Rahul Ahuja	2026	arxiv 2602.08126
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object Detection	Peng Zheng	2024	arxiv 2403.12057
TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World	Hua Ma, Yinshan Li, Yansong Gao	2022	arxiv 2209.02339
ClusterFusion: Leveraging Radar Spatial Features for Radar-Camera 3D Object Detection in Autonomous Vehicles	Irfan Tito Kurniawan, Bambang Riyanto Trilaksono	2023	arxiv 2309.03734
A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection	Jia Li, Changqun Xia, Xiaowu Chen	2016	arxiv 1611.00135
Single-Stage Object Detection from Top-View Grid Maps on Custom Sensor Setups	Sascha Wirges, Shuxiao Ding, Christoph Stiller	2020	arxiv 2002.00667
PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection	Yanan Zhang, Di Huang, Yunhong Wang	2020	arxiv 2012.10412
Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection	Srikrishna Varadarajan, Sonaal Kant, Muktabh Mayank Srivastava	2019	arxiv 1912.09476
Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection	Diego A. Silva, Ahmed Elsheikh, Kamilya Smagulova	2024	arxiv 2412.19646

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