no code implementations • 3 Feb 2024 • Yangming Li, Max Ruiz Luyten, Mihaela van der Schaar
The essence of score-based generative models (SGM) is to optimize a score-based model towards the score function.
2 code implementations • 2 Oct 2023 • Samuel Holt, Max Ruiz Luyten, Mihaela van der Schaar
Transformer-based large language models (LLMs) are constrained by the fixed context window of the underlying transformer architecture, hindering their ability to produce long and coherent outputs.
Ranked #4 on Code Generation on HumanEval
no code implementations • 1 Nov 2022 • Adityanarayanan Radhakrishnan, Max Ruiz Luyten, Neha Prasad, Caroline Uhler
In this work, we propose a transfer learning framework for kernel methods by projecting and translating the source model to the target task.