The lecture

After the lecture

Emblematic papers about new architectures to read:

Blog posts:

• On the Triplet Network
• Self-Supervised Learning
• Twitter thread on recent advances in self-supervision

Papers on few-shot learning:

• Triplet Network
• Siamese Network for one-shot learning

Papers on self-supervision:

• SimCRL
• MoCo v1
• BYOL
• Barlow Twins

Papers on domain adaptation:

• DANN and its Gradient Reversal Layer
• AdaptSegNet

Paper on weak-supervision:

• Weak supervised training on Instagram’s hashtags