Block convolution: Towards memory-efficient inference of large-scale CNNs on FPGA.
Gang LiFanrong LiTianli ZhaoJian ChengPublished in: DATE (2018)
Keyphrases
- efficient inference
- probabilistic inference
- conditional random fields
- fully connected
- human pose estimation
- graph structure
- exact inference
- markov networks
- markov random field
- graphical models
- hidden variables
- higher order
- linear models
- approximate inference
- hardware implementation
- pose estimation
- parameter estimation
- information extraction