Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting

Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting

19 October 2024

Skye Gunasekaran

Rui-Jie Zhu

Laurent Udo Perrinet

Jason K. Eshraghian

Papers citing "Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting"

12 / 12 papers shown

Title
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 89 113 0 20 Feb 2024
Less is More: Task-aware Layer-wise Distillation for Language Model Compression Chen Liang Simiao Zuo Qingru Zhang Pengcheng He Weizhu Chen Tuo Zhao VLM 65 70 0 04 Oct 2022
Hybrid Predictive Coding: Inferring, Fast and Slow Alexander Tschantz Beren Millidge A. Seth Christopher L. Buckley 42 37 0 05 Apr 2022
Temporal Knowledge Distillation for On-device Audio Classification Kwanghee Choi Martin Kersner Jacob Morton Buru Chang 78 26 0 27 Oct 2021
Predictive Coding: a Theoretical and Experimental Review Beren Millidge A. Seth Christopher L. Buckley AI4CE 26 126 0 27 Jul 2021
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 56 2,907 0 09 Jun 2020
Predictive Coding Approximates Backprop along Arbitrary Computation Graphs Beren Millidge Alexander Tschantz Christopher L. Buckley 45 120 0 07 Jun 2020
Knowledge Distillation for Human Action Anticipation Vinh Tran Yang Wang Minh Hoai 36 6 0 09 Apr 2019
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 239 10,152 0 10 Jul 2018
Supervised Learning in Automatic Channel Selection for Epileptic Seizure Detection Nhan Duy Truong L. Kuhlmann M. Bonyadi Jiawei Yang A. Faulks O. Kavehei 80 70 0 31 Jan 2017
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 77 931 0 25 May 2016
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 255 19,523 0 09 Mar 2015