Enabling Energy-Efficient Inference for Self-Attention Mechanisms in Neural Networks.
Qinyu ChenCongyi SunZhonghai LuChang GaoPublished in: AICAS (2022)
Keyphrases
- efficient inference
- neural network
- probabilistic inference
- conditional random fields
- markov random field
- fully connected
- exact inference
- human pose estimation
- approximate inference
- graphical models
- graph structure
- hidden variables
- factor graphs
- higher order
- structured prediction
- linear models
- neural nets
- convex optimization
- multilayer perceptron
- radial basis function
- back propagation
- model selection