Search Results for author: Hongguang Zhu

Found 3 papers, 3 papers with code

CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation

1 code implementation14 Aug 2023 Hongguang Zhu, Yunchao Wei, Xiaodan Liang, Chunjie Zhang, Yao Zhao

Regarding the growing nature of real-world data, such an offline training paradigm on ever-expanding data is unsustainable, because models lack the continual learning ability to accumulate knowledge constantly.

Continual Learning Continual Pretraining

CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation

1 code implementation ICCV 2023 Hongguang Zhu, Yunchao Wei, Xiaodan Liang, Chunjie Zhang, Yao Zhao

Regarding the growing nature of real-world data, such an offline training paradigm on ever-expanding data is unsustainable, because models lack the continual learning ability to accumulate knowledge constantly.

Continual Learning Continual Pretraining

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