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mingyi zhang

2 accepted papers

2024

Information Bottleneck Based Data Correction in Continual Learning

ECCV 2024poster

"Continual Learning (CL) requires model to retain previously learned knowledge while learning new tasks. Recently, experience replay-based methods have made significant progress in addressing this challenge. These methods primarily select data from old tasks and store them in a buffer. When learning…

Cited by 0SourcePDFScholar
2024

Task-Wise Prompt Query Function for Rehearsal-Free Continual Learning

ICASSP 2024accepted

Continual learning (CL) aims to enable a model to retain knowledge of old tasks while learning new ones. One effective approach to CL is based on data rehearsal method. However, this approach increases the cost of storing data and cannot be used when data from old tasks is unavailable for some reaso…

Cited by 0SourceScholar