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Andrea Cossu
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Talks

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Last updated 2 months ago

Selected Talks

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

  • 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

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

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

  • May 2022: Continual Learning: from zero to hero, University of Verona, Computer Science Department.

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

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

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

EfficientML Seminar
Colab Notebook on catastrophic forgetting with one neuron
Colab Notebook on Continual Learning with Avalanche
1MB
IncontraInformatica_DeepLearning.pdf
pdf
Slides
3MB
cl-plymouth.pdf
pdf
Slides Talk
362KB
Continual Pre-Training Dagstuhl.pdf
pdf
Slides Talk
2MB
verona-cl.pdf
pdf
Slides Talk
720KB
esann-cl-esn.pdf
pdf
Slides PDF
831KB
rnn-empirical-evaluation.pdf
pdf
Slides PDF
1MB
cl-dgn.pdf
pdf
Slides PDF