Toward Extremely Lightweight Distracted Driver Recognition With
Distillation-Based Neural Architecture Search and Knowledge Transfer

Toward Extremely Lightweight Distracted Driver Recognition With Distillation-Based Neural Architecture Search and Knowledge Transfer

9 February 2023

Papers citing "Toward Extremely Lightweight Distracted Driver Recognition With Distillation-Based Neural Architecture Search and Knowledge Transfer"

12 / 12 papers shown

Title
Visual Dominance and Emerging Multimodal Approaches in Distracted Driving Detection: A Review of Machine Learning Techniques Anthony Dontoh Stephanie Ivey Logan Sirbaugh Andrews Danyo Armstrong Aboah 32 0 0 04 May 2025
A Review Paper of the Effects of Distinct Modalities and ML Techniques to Distracted Driving Detection Anthony. Dontoh Stephanie. Ivey Logan. Sirbaugh Armstrong. Aboah 34 0 0 20 Jan 2025
Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning Simone Bianco Luigi Celona Paolo Napoletano 67 0 0 20 Nov 2024
DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification Junzhou Chen Zirui Zhang Jing Yu Heqiang Huang Ronghui Zhang Xuemiao Xu Bin Sheng Hong Yan Mamba 45 1 0 09 Sep 2024
Pose-guided multi-task video transformer for driver action recognition Ricardo Pizarro Roberto Valle L. Bergasa J. M. Buenaposada Luis Baumela ViT 40 0 0 18 Jul 2024
AFter: Attention-based Fusion Router for RGBT Tracking Andong Lu Wanyu Wang Chenglong Li Jin Tang Bin Luo 60 5 0 04 May 2024
PoseViNet: Distracted Driver Action Recognition Framework Using Multi-View Pose Estimation and Vision Transformer Neha Sengar Indra Kumari Jihui Lee Dong-Soo Har ViT 18 1 0 22 Dec 2023
Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision Cong Duan Zixuan Liu Jiahao Xia Minghai Zhang Jiacai Liao Libo Cao 29 3 0 08 Oct 2023
Vision-Language Models can Identify Distracted Driver Behavior from Naturalistic Videos Md Zahid Hasan Jiajing Chen Jiyang Wang Mohammed Shaiqur Rahman Ameya Joshi Senem Velipasalar C. Hegde Anuj Sharma S. Sarkar VLM 46 18 0 16 Jun 2023
A Novel Driver Distraction Behavior Detection Method Based on Self-supervised Learning with Masked Image Modeling Yingzhi Zhang Taiguo Li Chong Li Xinghong Zhou 35 10 0 01 Jun 2023
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Ruoyi Du Dongliang Chang A. Bhunia Jiyang Xie Zhanyu Ma Yi-Zhe Song Jun Guo 76 291 0 08 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017