Demystifying Neural Networks
Jan 27, 2024
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- AutoEncoder: Image Compression
- AutoEncoder: Anomaly Detection
- AutoEncoder: Similar Image Search
- AutoEncoder: Text-to-Image
- AutoEncoder: Masked Image Recovery
- Variational AutoEncoders
- Low-Rank Approximation
- Noise Contrastive Estimation (NCE)
- Self-Organizing Maps
- Taming Categorical Data with Embeddings
- Collaborative Filtering Recommendation with Matrix Factorization
- Word Embeddings
- Sentiment Analysis
- RNN
- ResNet