no code implementations • 15 Feb 2024 • Cheng Kang, Xinye Chen, Yong Hu, Daniel Novak
To further enhance their portability of independent deployment as well as improve their stability evaluated by language perplexity, we propose a novel approach called the Quantized Embedding Controllable Diffusion Language Model (QE-CDLM).
1 code implementation • 15 Dec 2022 • Xinye Chen, Stefan Güttel
Fixed-radius near neighbor search is a fundamental data operation that retrieves all data points within a user-specified distance to a query point.
1 code implementation • 3 Feb 2022 • Xinye Chen, Stefan Güttel
We introduce a fast and explainable clustering method called CLASSIX.
1 code implementation • 14 Jan 2022 • Xinye Chen, Stefan Güttel
This variant utilizes a new aggregation approach tailored to the piecewise representation of time series.
1 code implementation • 5 Jul 2021 • Roberto Cahuantzi, Xinye Chen, Stefan Güttel
We explore the architecture of recurrent neural networks (RNNs) by studying the complexity of string sequences it is able to memorize.