Interpretability and Fairness (aula online)

4 fevereiro 2022, 08:30 • Mário Alexandre Teles de Figueiredo

Invited lecture by Chryssa Zerva, held together with AP-DeiT01 (15h00-17h00) at Pavilhão de Congressos, IST Alameda.

Interpretability and Fairness (aula online)

3 fevereiro 2022, 14:00 • Mário Alexandre Teles de Figueiredo

Invited lecture by Chryssa Zerva, held together with AP-DeiT01 (15h00-17h00) at Pavilhão de Congressos, IST Alameda.

Deep Generative Models

1 fevereiro 2022, 11:30 • Mário Alexandre Teles de Figueiredo

Deep Generative Models:

• Energy-based models
• Variational Auto-Encoders
• Generative Adversarial Networks
  

Deep Generative Models

31 janeiro 2022, 09:30 • Mário Alexandre Teles de Figueiredo

Deep Generative Models:

• Energy-based models
• Variational Auto-Encoders
• Generative Adversarial Networks
  

Pre-trained models

28 janeiro 2022, 08:30 • Mário Alexandre Teles de Figueiredo

• Contextual embeddings.
• Self-supervised learning
• Pretraining and fine-tuning.
• Pretrained decoder models (e.g., GPT);
• Pretrained encoder models (e.g., BERT);
• Pretrained encoder-decoder models (e.g., T5).
• Adapters.
• Prompting.