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– Overview of Regularized Latent Variable Energy Based Models and Sparse Coding
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Classroom Contents
Contrastive Methods and Regularised Latent Variable Models
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- 1 – Week 8 – Lecture
- 2 – Recap on EBM and Characteristics of Different Contrastive Methods
- 3 – Contrastive Methods in Self-Supervised Learning
- 4 – Denoising Autoencoder and other Contrastive methods
- 5 – Overview of Regularized Latent Variable Energy Based Models and Sparse Coding
- 6 – Convolutional Sparse Auto-Encoders
- 7 – Variational Auto-Encoders
