20 citations · 35 across the 10 of their papers we have counts for
4 papers · 1 filter
Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data Augmentation
Ya-nan Han, Jian-wei Liu
Continual learning aims to rapidly and continually learn the current task from a sequence of tasks. Compared to other kinds of methods, the methods based on experience replay have…
Temporal Attention Augmented Transformer Hawkes Process
Lu-ning Zhang, Jian-wei Liu, Zhi-yan Song +1
In recent years, mining the knowledge from asynchronous sequences by Hawkes process is a subject worthy of continued attention, and Hawkes processes based on the neural network hav…
Survival Analysis of the Compressor Station Based on Hawkes Process with Weibull Base Intensity
Lu-ning Zhang, Jian-wei Liu, Xin Zuo
In this paper, we use the Hawkes process to model the sequence of failure, i.e., events of compressor station and conduct survival analysis on various failure events of the compres…
Tri-Transformer Hawkes Process: Three Heads are better than one
Zhi-yan Song, Jian-wei Liu, Lu-ning Zhang +1
Abstract. Most of the real world data we encounter are asynchronous event sequence, so the last decades have been characterized by the implementation of various point process into…