3 papers
cs.LG2024
The Solution for the sequential task continual learning track of the 2nd Greater Bay Area International Algorithm Competition
Sishun Pan, Xixian Wu, Tingmin Li +4
This paper presents a data-free, parameter-isolation-based continual learning algorithm we developed for the sequential task continual learning track of the 2nd Greater Bay Area In…
cs.LG2024
The Solution for the AIGC Inference Performance Optimization Competition
Sishun Pan, Haonan Xu, Zhonghua Wan +1
In recent years, the rapid advancement of large-scale pre-trained language models based on transformer architectures has revolutionized natural language processing tasks. Among the…
cs.CV2024
The Championship-Winning Solution for the 5th CLVISION Challenge 2024
Sishun Pan, Tingmin Li, Yang Yang
In this paper, we introduce our approach to the 5th CLVision Challenge, which presents distinctive challenges beyond traditional class incremental learning. Unlike standard setting…