Graph Inductive Biases in Transformers without Message Passing.
Liheng MaChen LinDerek LimAdriana Romero-SorianoPuneet K. DokaniaMark CoatesPhilip H. S. TorrSer-Nam LimPublished in: ICML (2023)
Keyphrases
- message passing
- belief propagation
- distributed systems
- probabilistic inference
- shared memory
- factor graphs
- approximate inference
- max product
- junction tree
- singly connected
- graphical models
- distributed shared memory
- sum product algorithm
- inference in graphical models
- markov random field
- tree reweighted
- machine learning
- message passing interface
- graph cuts
- sum product
- preprocessing
- loopy belief propagation
- max flow
- inductive logic programming
- active contours
- linear programming