Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision

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Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision

8 October 2023

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Papers citing "Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision"

12 / 12 papers shown

Title
Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning Simone Bianco Luigi Celona Paolo Napoletano 115 0 0 20 Nov 2024
Toward Extremely Lightweight Distracted Driver Recognition With Distillation-Based Neural Architecture Search and Knowledge Transfer Dichao Liu T. Yamasaki Yu Wang K. Mase Jien Kato 92 28 0 09 Feb 2023
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding Alina Roitberg Kunyu Peng Zdravko Marinov C. Seibold David Schneider Rainer Stiefelhagen 110 19 0 10 Apr 2022
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 85 34 0 02 Mar 2022
Attend and Guide (AG-Net): A Keypoints-driven Attention-based Deep Network for Image Recognition Asish Bera Zachary Wharton Yonghuai Liu Nikolaos Bessis Ardhendu Behera 98 43 0 23 Oct 2021
Free Lunch for Few-shot Learning: Distribution Calibration Shuo Yang Lu Liu Min Xu OODD 310 331 0 16 Jan 2021
Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal Approach Neslihan Köse Okan Kopuklu A. Unnervik Gerhard Rigoll 70 40 0 18 Jul 2019
When Does Label Smoothing Help? Rafael Müller Simon Kornblith Geoffrey E. Hinton UQCV 258 1,962 0 06 Jun 2019
Driver Distraction Identification with an Ensemble of Convolutional Neural Networks Hesham M. Eraqi Yehya Abouelnaga M. H. Saad Mohamed Moustafa 70 235 0 22 Jan 2019
Real-time Distracted Driver Posture Classification Yehya Abouelnaga Hesham M. Eraqi Mohamed Moustafa 53 206 0 28 Jun 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 646 20,292 0 07 Oct 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.5K 150,708 0 22 Dec 2014