Talks

Selected Talks

• April 2025: Incontra Informatica (in Italian), L'intelligenza artificiale nel browser: chi progetterà la miglior rete neurale?

1MB

IncontraInformatica_DeepLearning.pdf

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• September 2024: Alternatives to backpropagation training of deep neural networks, Summer school "Advances in Artificial Intelligence" by AIxIA association (Villa del Grumello, Lake Como).

• March 2024: Continual Learning: Machine Learning on non-stationary data streams, University of Plymouth

3MB

cl-plymouth.pdf

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• May 2023: Continual Pre-Training Mitigates Forgetting in Language and Vision, EfficientML Seminar.

• March 2023: Beyond Forgetting with Continual Pre-Training, Deep Continual Learning Dagstuhl Seminar, Dagstuhl, Germany.

362KB

Continual Pre-Training Dagstuhl.pdf

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• May 2022: Continual Learning: from zero to hero, University of Verona, Computer Science Department. Colab Notebook on catastrophic forgetting with one neuron Colab Notebook on Continual Learning with Avalanche

2MB

verona-cl.pdf

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Slides Talk

• ESANN 2021, Oral: Continual Learning with Echo State Networks.

720KB

esann-cl-esn.pdf

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• Neural Networks, 2021: Continual learning for recurrent neural networks: An empirical evaluation

831KB

rnn-empirical-evaluation.pdf

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• Frontiers in Artificial Intelligence: Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification

1MB

cl-dgn.pdf

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