Photonic Reconfigurable Accelerators for Efficient Inference of CNNs With Mixed-Sized Tensors.
Sairam Sri VatsavaiIshan G. ThakkarPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2022)
Keyphrases
- efficient inference
- probabilistic inference
- field programmable gate array
- fully connected
- high order
- markov random field
- human pose estimation
- conditional random fields
- structured prediction
- approximate inference
- hidden variables
- exact inference
- pose estimation
- graph structure
- linear models
- hardware implementation
- markov networks
- graphical models
- bayesian networks
- neural network
- maximum likelihood
- image processing
- factor graphs
- computer vision