attention mechanisms
2 episodes mention this concept
lexfridmanDec 2, 2020DeepMind's AlphaFold 2: Solving Protein Folding and Its Profound Impact on AI and Life Sciences
ScienceProtein FoldingAlphaFold 2Structural BiologyX-ray Crystallography- lexfridmanSep 27, 2016
Foundations and Challenges of Deep Learning: Compositionality, Generalization, and Optimization
TechnologyCurse of dimensionalityCompositional modelsDistributed representationsDepth (neural networks)
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Related concepts
Concepts that appear alongside attention mechanisms across episodes.
- distributed representations
- structural biology
- convolutional neural networks (cnns)
- variational autoencoders (vaes)
- gradient descent optimization
- transformers (ai architecture)
- levinthal's paradox
- alphazero
- generative adversarial networks (gans)
- recurrent neural networks (rnns)
- high-dimensional optimization landscape
- multiple sequence alignment (msa)
- curse of dimensionality
- misfolded proteins
- alphafold 2
- skip connections
- extrapolation
- compositional models
- gpt-3
- long-term dependencies