A Novel Hyperdimensional Computing Framework for Online Time Series
Forecasting on the Edge

A Novel Hyperdimensional Computing Framework for Online Time Series Forecasting on the Edge

3 February 2024

Abhijit Chatterjee

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Papers citing "A Novel Hyperdimensional Computing Framework for Online Time Series Forecasting on the Edge"

14 / 14 papers shown

Title
OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling Yifan Zhang Qingsong Wen Xue Wang Weiqiu Chen Liang Sun Zheng Zhang Liang Wang Rong Jin Tien-Ping Tan AI4TS 63 35 0 22 Sep 2023
Are Transformers Effective for Time Series Forecasting? Ailing Zeng Mu-Hwa Chen L. Zhang Qiang Xu AI4TS 152 1,766 0 26 May 2022
Learning Fast and Slow for Online Time Series Forecasting Quang Pham Chenghao Liu Doyen Sahoo Guosheng Lin TTA AI4TS 49 33 0 23 Feb 2022
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting Gerald Woo Chenghao Liu Doyen Sahoo Akshat Kumar Steven C. H. Hoi AI4TS 159 406 0 03 Feb 2022
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System Elahe Arani F. Sarfraz Bahram Zonooz CLL 166 133 0 29 Jan 2022
Merlion: A Machine Learning Library for Time Series Aadyot Bhatnagar Paul Kassianik Chenghao Liu Tian-Shing Lan Wenzhuo Yang ... Yingbo Zhou Caiming Xiong Silvio Savarese Guosheng Lin Huan Wang AI4TS 59 34 0 20 Sep 2021
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction Minhao Liu Ailing Zeng Mu-Hwa Chen Zhijian Xu Qiuxia Lai Lingna Ma Qiang Xu AI4TS 76 375 0 17 Jun 2021
Dark Experience for General Continual Learning: a Strong, Simple Baseline Pietro Buzzega Matteo Boschini Angelo Porrello Davide Abati Simone Calderara BDL CLL 85 921 0 15 Apr 2020
AR-Net: A simple Auto-Regressive Neural Network for time-series Oskar Triebe N. Laptev Ram Rajagopal AI4TS AI4CE 70 59 0 27 Nov 2019
Task-Free Continual Learning Rahaf Aljundi Klaas Kelchtermans Tinne Tuytelaars CLL 129 362 0 10 Dec 2018
Experience Replay for Continual Learning David Rolnick Arun Ahuja Jonathan Richard Schwarz Timothy Lillicrap Greg Wayne CLL 116 1,171 0 28 Nov 2018
Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference Matthew D Riemer Ignacio Cases R. Ajemian Miao Liu Irina Rish Y. Tu Gerald Tesauro CLL 95 787 0 29 Oct 2018
Gradient Episodic Memory for Continual Learning David Lopez-Paz MarcÁurelio Ranzato VLM CLL 127 2,725 0 26 Jun 2017
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks Guokun Lai Wei-Cheng Chang Yiming Yang Hanxiao Liu BDL AI4TS 108 2,020 0 21 Mar 2017