Concepts2

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Triplet Loss & Contrastive Loss

Triplet loss and contrastive loss are metric-learning objectives that teach a model to map similar items close together and dissimilar items far apart in an embedding space.

#triplet loss#contrastive loss#metric learning+12

📚TheoryAdvanced

GAN Theory & Training Dynamics

GANs frame learning as a two-player game where a generator tries to fool a discriminator, and the discriminator tries to detect fakes.

#gan