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From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
It has been observed that representations learned by distinct neural networks conceal structural similarities when the models are …
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From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
Attention-likelihood relationship in transformers
We analyze how large language models (LLMs) represent out-of-context words, investigating their reliance on the given context to …
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Attention-likelihood relationship in transformers
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation
In this work, we define a diffusion-based generative model capable of both music synthesis and source separation by learning the score …
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Multi-Source Diffusion Models for Simultaneous Music Generation and Separation
Bloom: A 176b-parameter open-access multilingual language model
Large language models (LLMs) have been shown to be able to perform new tasks based on a few demonstrations or natural language …
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Bloom: A 176b-parameter open-access multilingual language model
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Language models demonstrate both quantitative improvement and new qualitative capabilities with increasing scale. Despite their …
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Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes
The Associazione Medici Diabetologi (AMD) collects and manages one of the largest worldwide available collections of diabetic patient …
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AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes