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JOAN SAMPER VILA 's Projects

autonomous_agents icon autonomous_agents

In this repository the projects developed in the course of Autonomous Agents of the Artificial Intelligence degree of the UAB can be seen.

docvqa icon docvqa

A project to perform Visual document question answering using deep learning and explore model explainability

imagecolouringcnns icon imagecolouringcnns

In this repositiory we explore the possiblilities to apply deep learning, maninly CNNs and some Attention mechanisms for image coloring

recsum icon recsum

Accurate medical document summarization using GoLLIE and Llama3 for improved recall.

semi-supervised-learning icon semi-supervised-learning

Implementation of two semi-supervised learning algorithms, self-supervised learning and Cluster-then-label(semi-supervised clustering) for multiclass classification.

social_innovation icon social_innovation

In this repository the project developed in the Social Innovation course will be developed.

synthesis-project-ii icon synthesis-project-ii

In this repository we will collect all the developed ideas over the Synthesis Project II subject.

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