Search Results for author: Bingchen Huang

Found 2 papers, 2 papers with code

MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition

1 code implementation • ICCV 2023 • Tianlun Zheng, Zhineng Chen, Bingchen Huang, Wei zhang, Yu-Gang Jiang

In this paper, we propose the Incremental MLTR (IMLTR) task in the context of incremental learning (IL), where different languages are introduced in batches.

Ranked #1 on Incremental Learning on MLT17

Continual Learning Incremental Learning +2

Paper
Code

Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning

1 code implementation • 29 Dec 2022 • Bingchen Huang, Zhineng Chen, Peng Zhou, Jiayin Chen, Zuxuan Wu

The dynamic expansion architecture is becoming popular in class incremental learning, mainly due to its advantages in alleviating catastrophic forgetting.

Ranked #1 on Incremental Learning on CIFAR-100 - 50 classes + 2 steps of 25 classes

Class Incremental Learning Incremental Learning +2

Paper
Code

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