Deep Transformer Models for Time Series Forecasting: The Influenza
Prevalence Case

Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case

23 January 2020

Papers citing "Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case"

11 / 111 papers shown

Title
Dynamic Virtual Graph Significance Networks for Predicting Influenza Jie M. Zhang Pengfei Zhou Hongyan Wu 11 0 0 16 Feb 2021
Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Series Alasdair Tran A. Mathews Cheng Soon Ong Lexing Xie AI4TS AI4CE 23 12 0 15 Feb 2021
NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting Kai Chen Guang Chen Dan Xu Lijun Zhang Yuyao Huang Alois C. Knoll AI4TS 22 21 0 10 Feb 2021
Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 37 118 0 09 Dec 2020
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems Rui Wang Danielle C. Maddix Christos Faloutsos Bernie Wang Rose Yu OOD AI4CE 27 51 0 20 Nov 2020
Hurricane Forecasting: A Novel Multimodal Machine Learning Framework L. Boussioux C. Zeng Théo Guénais Dimitris Bertsimas 18 38 0 11 Nov 2020
A Transformer-based Framework for Multivariate Time Series Representation Learning George Zerveas Srideepika Jayaraman Dhaval Patel A. Bhamidipaty Carsten Eickhoff AI4TS 23 894 0 06 Oct 2020
An early prediction of covid-19 associated hospitalization surge using deep learning approach Yuqi Meng Qiancheng Sun Suning Hong Ying Zhao Zhixiang Li OOD 9 0 0 17 Sep 2020
Deep Contextual Clinical Prediction with Reverse Distillation Rohan Kodialam Rebecca Boiarsky Justin Lim Neil Dixit Aditya Sai David Sontag 20 25 0 10 Jul 2020
TraDE: Transformers for Density Estimation Rasool Fakoor Pratik Chaudhari Jonas W. Mueller Alex Smola 25 30 0 06 Apr 2020
ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-Step-Ahead Time-Series Forecasting J. Dabrowski Yifan Zhang Ashfaqur Rahman AI4TS 16 36 0 11 Feb 2020