11 citations · 17 across the 4 of their papers we have counts for
4 papers
Strategic Decision Framework for Enterprise LLM Adoption
Michael Trusov, Minha Hwang, Zainab Jamal +1
Organizations are rapidly adopting Large Language Models (LLMs) to transform their operations, yet they lack clear guidance on key decisions for adoption and implementation. While…
Towards Self-Adaptive Metric Learning On the Fly
Yang Gao, Yi-Fan Li, Swarup Chandra +2
Good quality similarity metrics can significantly facilitate the performance of many large-scale, real-world applications. Existing studies have proposed various solutions to learn…
Co-Representation Learning For Classification and Novel Class Detection via Deep Networks
Zhuoyi Wang, Zelun Kong, Hemeng Tao +2
One of the key challenges of performing label prediction over a data stream concerns with the emergence of instances belonging to unobserved class labels over time. Previously, thi…
Adaptive Image Stream Classification via Convolutional Neural Network with Intrinsic Similarity Metrics
Yang Gao, Swarup Chandra, Zhuoyi Wang +1
When performing data classification over a stream of continuously occurring instances, a key challenge is to develop an open-world classifier that anticipates instances from an unk…