Search Results for author: Xin Lian

Found 4 papers, 1 papers with code

Cobweb: An Incremental and Hierarchical Model of Human-Like Category Learning

no code implementations6 Mar 2024 Xin Lian, Sashank Varma, Christopher J. MacLellan

Cobweb, a human like category learning system, differs from other incremental categorization models in constructing hierarchically organized cognitive tree-like structures using the category utility measure.

Avoiding Catastrophic Forgetting in Visual Classification Using Human Concept Formation

no code implementations26 Feb 2024 Nicki Barari, Xin Lian, Christopher J. MacLellan

Deep neural networks have excelled in machine learning, particularly in vision tasks, however, they often suffer from catastrophic forgetting when learning new tasks sequentially.

Speech Detection Task Against Asian Hate: BERT the Central, While Data-Centric Studies the Crucial

no code implementations5 Jun 2022 Xin Lian

With the COVID-19 pandemic continuing, hatred against Asians is intensifying in countries outside Asia, especially among the Chinese.

Unsupervised Multilingual Alignment using Wasserstein Barycenter

1 code implementation28 Jan 2020 Xin Lian, Kshitij Jain, Jakub Truszkowski, Pascal Poupart, Yao-Liang Yu

We study unsupervised multilingual alignment, the problem of finding word-to-word translations between multiple languages without using any parallel data.

Translation Unsupervised Machine Translation +1

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