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Bingchen Huang

2 accepted papers

2023

MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition

ICCV 2023poster

Multilingual text recognition (MLTR) systems typically focus on a fixed set of languages, which makes it difficult to handle newly added languages or adapt to ever-changing data distribution. In this paper, we propose the Incremental MLTR (IMLTR) task in the context of incremental learning (IL), whe…

Cited by 17PDFcodeScholar
2023

Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning

AAAI 2023technical

The dynamic expansion architecture is becoming popular in class incremental learning, mainly due to its advantages in alleviating catastrophic forgetting. However, task confu- sion is not well assessed within this framework, e.g., the discrepancy between classes of different tasks is not well learne…