Search Results for author: Cristian Buc

Found 3 papers, 1 papers with code

Scrapping The Web For Early Wildfire Detection

no code implementations8 Feb 2024 Mateo Lostanlen, Felix Veith, Cristian Buc, Valentin Barriere

Early wildfire detection is of the utmost importance to enable rapid response efforts, and thus minimize the negative impacts of wildfire spreads.

object-detection Object Detection

Deep Natural Language Feature Learning for Interpretable Prediction

1 code implementation9 Nov 2023 Felipe Urrutia, Cristian Buc, Valentin Barriere

We show that the LLM normally struggles for the main task using in-context learning, but can handle these easiest subtasks and produce useful weak labels to train a BERT.

In-Context Learning Language Modelling +2

Studying Generalization on Memory-Based Methods in Continual Learning

no code implementations16 Jun 2023 Felipe del Rio, Julio Hurtado, Cristian Buc, Alvaro Soto, Vincenzo Lomonaco

One of the objectives of Continual Learning is to learn new concepts continually over a stream of experiences and at the same time avoid catastrophic forgetting.

Continual Learning Out-of-Distribution Generalization

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