David M. J. Tax
- PATE: Proximity-Aware Time series anomaly Evaluation
2024/05/20 by Ramin Ghorbani, Ghorbani, Ramin, Marcel J. T. Reinders +3 · 6 citations
Computer Science · Economics, Econometrics and Finance · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Complex Systems and Time Series Analysis
- Conversation Group Detection With Spatio-Temporal Context
2022/06/02 by Stéphanie Tan, Tan, Stephanie, David M. J. Tax +3 · 2 citations
Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence
- Modeling Time Series Similarity with Siamese Recurrent Networks
2016/03/15 by Wenjie Pei, David M. J. Tax, Pei, Wenjie +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- iPINNs: Incremental learning for Physics-informed neural networks
2023/04/10 by Aleksandr Dekhovich, Dekhovich, Aleksandr, Marcel H. F. Sluiter +5 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
- Survey on the attention based RNN model and its applications in computer vision
2016/01/25 by Feng Wang, Wang, Feng, David M. J. Tax +1 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #cs.CV #cs.LG
- Neural network relief: a pruning algorithm based on neural activity
2021/09/22 by Aleksandr Dekhovich, David M. J. Tax, Dekhovich, Aleksandr +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
- Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability
2022/12/07 by Ramin Ghorbani, Ghorbani, Ramin, Marcel J. T. Reinders +3 · 1 citation
Engineering · Medicine · #Non-Invasive Vital Sign Monitoring #ECG Monitoring and Analysis
- Temporal Attention-Gated Model for Robust Sequence Classification
2016/12/01 by Wenjie Pei, Pei, Wenjie, Tadas Baltrušaitis +5 · 1 citation
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- RESTAD: REconstruction and Similarity based Transformer for time series Anomaly Detection
2024/05/13 by Ramin Ghorbani, Marcel J. T. Reinders, Ghorbani, Ramin +3 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
- Attended End-to-end Architecture for Age Estimation from Facial Expression Videos
2017/11/23 by Wenjie Pei, Pei, Wenjie, Hamdi Dibeklioğlu +5 · 1 citation
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Psychology and Human Behavior #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM)