Binarized Convolutional Neural Networks for Efficient Inference on GPUs.
Mir KhanHeikki HuttunenJani BoutellierPublished in: EUSIPCO (2018)
Keyphrases
- efficient inference
- convolutional neural networks
- probabilistic inference
- exact inference
- fully connected
- input image
- markov random field
- human pose estimation
- conditional random fields
- approximate inference
- hidden variables
- structured prediction
- graphical models
- markov networks
- graph structure
- neural network
- junction tree
- least squares
- probabilistic model
- factor graphs
- image processing
- computer vision