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"

17 / 17 papers shown

Title
Sage Deer: A Super-Aligned Driving Generalist Is Your Copilot Hao Lu Jiaqi Tang Jiyao Wang Yunfan LU Xu Cao ... Bin Huang Dengbo He Shuiguang Deng Hao Chen Ying-Cong Chen 31 0 0 15 May 2025
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 155 0 0 06 May 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss D. Pitawela Gustavo Carneiro Hsiang-Ting Chen 53 0 0 22 Apr 2025
Automated Vehicle Driver Monitoring Dataset from Real-World Scenarios Mohamed Sabry Walter Morales-Alvarez Cristina Olaverri-Monreal 25 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 38 4 0 11 Mar 2024
Rehabilitation Exercise Quality Assessment through Supervised Contrastive Learning with Hard and Soft Negatives Mark Karlov Ali Abedi Shehroz S. Khan 47 3 0 05 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 28 2 0 31 Jul 2023
Learning Representation for Anomaly Detection of Vehicle Trajectories Ruochen Jiao Juyang Bai Xiangguo Liu Takami Sato Xiao-Fang Yuan Qi Alfred Chen Qiuhan Zhu AI4TS AAML 27 14 0 09 Mar 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 19 0 0 15 Dec 2022
Detecting Disengagement in Virtual Learning as an Anomaly using Temporal Convolutional Network Autoencoder Ali Abedi Shehroz S. Khan 30 11 0 13 Nov 2022
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders Gülin Tüfekci Alper Kayabasi Erdem Akagündüz ilkay Ulusoy UQCV 21 3 0 12 Sep 2022
Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions Tengfei Xue Fan Zhang Chaoyi Zhang Yuqian Chen Yang Song A. Golby N. Makris Yogesh Rathi Weidong (Tom) Cai L. O’Donnell 13 32 0 18 Jul 2022
Unsupervised Anomaly Detection from Time-of-Flight Depth Images Pascal Schneider J. Rambach B. Mirbach D. Stricker 32 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 13 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 40 23 0 02 Mar 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,327 0 05 Nov 2016