Research

Papers for “object detection”

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

Title	Authors	Year	Source
Bridging Severe Cross-Modal Misalignment: End-to-End Visible-Infrared Object Detection via Explicit Feature-Domain Affine Registration	Qi Ming, Yuyang Wang, Mingjing Zhao	2026	arxiv 2608.10680
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection	Jianbo Liu, Sijie Ren, Yuanjie Zheng	2020	arxiv 2012.10162
FLORA: Efficient Synthetic Data Generation for Object Detection in Low-Data Regimes via finetuning Flux LoRA	Alvaro Patricio, Atabak Dehban, Rodrigo Ventura	2025	arxiv 2508.21712
Feature Corrective Transfer Learning: End-to-End Solutions to Object Detection in Non-Ideal Visual Conditions	Chuheng Wei, Guoyuan Wu, Matthew J. Barth	2024	arxiv 2404.11214
A Real-Time Defense Against Object Vanishing Adversarial Patch Attacks for Object Detection in Autonomous Vehicles	Jaden Mu	2024	arxiv 2412.06215
SODAWideNet -- Salient Object Detection with an Attention augmented Wide Encoder Decoder network without ImageNet pre-training	Rohit Venkata Sai Dulam, Chandra Kambhamettu	2023	arxiv 2311.04828
Dynamic Network selection for the Object Detection task: why it matters and what we (didn't) achieve	Emanuele Vitali, Anton Lokhmotov, Gianluca Palermo	2021	arxiv 2105.13279
A Novel Compression Framework for YOLOv8: Achieving Real-Time Aerial Object Detection on Edge Devices via Structured Pruning and Channel-Wise Distillation	Melika Sabaghian, Mohammad Ali Keyvanrad, Seyyedeh Mahila Moghadami	2025	arxiv 2509.12918
Towards practical object detection for weed spraying in precision agriculture	Adrian Salazar-Gomez, Madeleine Darbyshire, Junfeng Gao	2021	arxiv 2109.11048
Improvised Aerial Object Detection approach for YOLOv3 Using Weighted Luminance	Sai Ganesh CS, Aouthithiye Barathwaj SR Y, R. Swethaa S	2021	arxiv 2110.08493
FIT: Frequency-based Image Translation for Domain Adaptive Object Detection	Siqi Zhang, Lu Zhang, Zhiyong Liu	2023	arxiv 2303.03698
Refined Pseudo labeling for Source-free Domain Adaptive Object Detection	Siqi Zhang, Lu Zhang, Zhiyong Liu	2023	arxiv 2303.03728
itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection	Hyeon Cho, Junyong Choi, Geonwoo Baek	2022	arxiv 2205.15531
Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection	Lv Tang, Haoke Xiao, Bo Li	2023	arxiv 2304.04709
Traits & Transferability of Adversarial Examples against Instance Segmentation & Object Detection	Raghav Gurbaxani, Shivank Mishra	2018	arxiv 1808.01452
Unsupervised Hard Example Mining from Videos for Improved Object Detection	SouYoung Jin, Aruni RoyChowdhury, Huaizu Jiang	2018	arxiv 1808.04285
Looking Fast and Slow: Memory-Guided Mobile Video Object Detection	Mason Liu, Menglong Zhu, Marie White	2019	arxiv 1903.10172
Deep Fitting Degree Scoring Network for Monocular 3D Object Detection	Lijie Liu, Jiwen Lu, Chunjing Xu	2019	arxiv 1904.12681
Optimizing the F-measure for Threshold-free Salient Object Detection	Kai Zhao, Shanghua Gao, Wenguan Wang	2018	arxiv 1805.07567
Safety-Aware Hardening of 3D Object Detection Neural Network Systems	Chih-Hong Cheng	2020	arxiv 2003.11242

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