Driver Anomaly Detection: A Dataset and Contrastive Learning Approach

Driver Anomaly Detection: A Dataset and Contrastive Learning Approach

30 September 2020

Hang Xu

Papers citing "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach"

12 / 12 papers shown

Title
Automated Data Curation Using GPS & NLP to Generate Instruction-Action Pairs for Autonomous Vehicle Vision-Language Navigation Datasets Guillermo Roque Erika Maquiling Jose Giovanni Tapia Lopez Ross Greer 118 0 0 06 May 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss D. Pitawela Gustavo Carneiro Hsiang-Ting Chen 48 0 0 22 Apr 2025
Automated Vehicle Driver Monitoring Dataset from Real-World Scenarios Mohamed Sabry Walter Morales-Alvarez Cristina Olaverri-Monreal 20 0 0 19 Aug 2024
Density-Guided Label Smoothing for Temporal Localization of Driving Actions Tunç Alkanat Erkut Akdag Egor Bondarev Peter H. N. de With 33 4 0 11 Mar 2024
On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars Walter Morales-Alvarez N. Certad Alina Roitberg Rainer Stiefelhagen Cristina Olaverri-Monreal 26 2 0 31 Jul 2023
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions Pratik K. Mishra Alex Mihailidis Shehroz S. Khan 28 17 0 31 Dec 2022
Anomaly Detection in Driving by Cluster Analysis Twice Chung-Hao Lee Yen-Fu Chen 17 0 0 15 Dec 2022
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders Gülin Tüfekci Alper Kayabasi Erdem Akagündüz ilkay Ulusoy UQCV 19 3 0 12 Sep 2022
Unsupervised Anomaly Detection from Time-of-Flight Depth Images Pascal Schneider J. Rambach B. Mirbach D. Stricker 19 7 0 02 Mar 2022
TIMo -- A Dataset for Indoor Building Monitoring with a Time-of-Flight Camera Pascal Schneider Yuriy Anisimov Raisul Islam B. Mirbach J. Rambach Frédéric Grandidier D. Stricker MDE 8 10 0 27 Aug 2021
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework Okan Kopuklu Thomas Ledwon Yao Rong Neslihan Köse Gerhard Rigoll 32 23 0 02 Mar 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016