Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA.
Gang LiZejian LiuFanrong LiJian ChengPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2022)
Keyphrases
- efficient inference
- probabilistic inference
- conditional random fields
- fully connected
- markov random field
- human pose estimation
- exact inference
- approximate inference
- hardware implementation
- graph structure
- factor graphs
- structured prediction
- computer vision
- message passing
- markov networks
- higher order
- image processing
- social networks
- hidden variables
- belief propagation
- pose estimation
- bayesian networks