Structured Prediction with Energy Based Models

Structured Prediction with Energy Based Models

Alfredo Canziani via YouTube Direct link

– Forward algorithm in Graph Transformer Networks

6 of 8

6 of 8

– Forward algorithm in Graph Transformer Networks

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Structured Prediction with Energy Based Models

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  1. 1 – Week 14 – Lecture
  2. 2 – Structured Prediction, Energy based factor graphs, Sequence Labeling
  3. 3 – Efficient Inference for Energy-Based Factor Graph and Some Simple Energy-Based Factor Graphs
  4. 4 – Graph Transformer Net
  5. 5 – Comparing Losses and the start of language models as graphs
  6. 6 – Forward algorithm in Graph Transformer Networks
  7. 7 – Lagrangian formulation of back prop and neural ODE
  8. 8 – Variational Inference in terms of Energy

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