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Papers for “object detection”

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

TitleAuthorsYearSource
Dense Object Detection Based on De-homogenized QueriesYueming Huang, Chenrui Ma, Hao Zhou2025arxiv 2502.07194
Learning Heavily-Degraded Prior for Underwater Object DetectionChenping Fu, Xin Fan, Jiewen Xiao2023arxiv 2308.12738
Small Object Detection by DETR via Information Augmentation and Adaptive Feature FusionJi Huang, Hui Wang2024arxiv 2401.08017
SyNet: An Ensemble Network for Object Detection in UAV ImagesBerat Mert Albaba, Sedat Ozer2020arxiv 2012.12991
Assessing thermal imagery integration into object detection methods on ground-based and air-based collection platformsJames Gallagher, Edward Oughton2022arxiv 2212.12616
YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU ComputersJonathan Pedoeem, Rachel Huang2018arxiv 1811.05588
Object Detection in Optical Remote Sensing Images: A Survey and A New BenchmarkKe Li, Gang Wan, Gong Cheng2019arxiv 1909.00133
Integrated Object Detection and Tracking with Tracklet-Conditioned DetectionZheng Zhang, Dazhi Cheng, Xizhou Zhu2018arxiv 1811.11167
A Keygraph Classification Framework for Real-Time Object DetectionMarcelo Hashimoto, Roberto M. Cesar Jr2009arxiv 0901.4953
TinyDet: Accurate Small Object Detection in Lightweight Generic DetectorsShaoyu Chen, Tianheng Cheng, Jiemin Fang2023arxiv 2304.03428
Formal Verification of Deep Neural Networks for Object DetectionYizhak Y. Elboher, Avraham Raviv, Yael Leibovich Weiss2024arxiv 2407.01295
Believing is Seeing: Unobserved Object Detection using Generative ModelsSubhransu S. Bhattacharjee, Dylan Campbell, Rahul Shome2024arxiv 2410.05869
Multi-scale Volumes for Deep Object Detection and LocalizationEshed Ohn-Bar, M. M. Trivedi2015arxiv 1505.03597
Mobile Video Object Detection with Temporally-Aware Feature MapsMason Liu, Menglong Zhu2017arxiv 1711.06368
DuEqNet: Dual-Equivariance Network in Outdoor 3D Object Detection for Autonomous DrivingXihao Wang, Jiaming Lei, Hai Lan2023arxiv 2302.13577
TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the EdgeJunKyu Lee, Blesson Varghese, Roger Woods2021arxiv 2105.08668
Predicting Performance of Object Detection Models in Electron Microscopy Using Random ForestsNi Li, Ryan Jacobs, Matthew Lynch2025arxiv 2501.08465
Federated Learning for Object Detection: Enabling Collaborative Drone Learning Without Centralizing DataDaniel M. Jimenez-Gutierrez, Enrique Zuazua, Georgios Kellaris2026arxiv 2607.02636
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to ApplicationsJintao Ren, Ziqian Bi, Qian Niu2024arxiv 2410.15584
SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous DrivingMinjae Lee, Seongmin Park, Hyungmin Kim2023arxiv 2305.07522