Search Results for author: Ranak Roy Chowdhury

Found 5 papers, 2 papers with code

Large Language Models for Time Series: A Survey

1 code implementation2 Feb 2024 Xiyuan Zhang, Ranak Roy Chowdhury, Rajesh K. Gupta, Jingbo Shang

Large Language Models (LLMs) have seen significant use in domains such as natural language processing and computer vision.

Quantization Time Series +1

Towards Diverse and Coherent Augmentation for Time-Series Forecasting

no code implementations24 Mar 2023 Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh Gupta, Dezhi Hong

We note that augmentation designed for forecasting requires diversity as well as coherence with the original temporal dynamics.

Data Augmentation Time Series +1

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