Neural Collapse Analysis examines a surprising pattern that arises in the final stages of training deep neural networks for classification tasks. During this phase, the network’s representations for each class become highly organised: the outputs for samples from the same class cluster tightly together, and the clusters for different classes are arranged in a symmetrical,…
Neural Collapse Analysis
- Post author By EfficiencyAI
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- Categories In Artificial Intelligence, Deep Learning, Embeddings & Representations