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– Welcome to class
– GANs revisited
– Self-supervised learning: a broader purpose
– Sparse modeling
– Amortized inference
– Convolutional sparse modeling with group sparsity
– Discriminant recurrent sparse AE
– Other self-supervised learning techniques
– Group sparsity
– Regularization through temporal consistency
– VAE: intuitive interpretation
– VAE: probabilistic variational approximation-based interpretation
Alfredo Canziani
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