Deflate-inflate: Exploiting hashing trick for bringing inference to the edge with scalable convolutional neural networks.
Azra NazirRoohie Naaz MirShaima QureshiPublished in: Concurr. Comput. Pract. Exp. (2022)
Keyphrases
- convolutional neural networks
- convolutional network
- edge detection
- inference engine
- data structure
- edge information
- probabilistic inference
- belief networks
- web scale
- inference process
- nearest neighbor search
- highly scalable
- lightweight
- bayesian inference
- weighted graph
- random projections
- hashing algorithm
- card games