32 citations · 54 across the 11 of their papers we have counts for
3 papers · 1 filter
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence
Robert A. Cohen, Hyomin Choi, Ivan V. Bajić
In collaborative intelligence applications, part of a deep neural network (DNN) is deployed on a lightweight device such as a mobile phone or edge device, and the remaining portion…
Lightweight compression of neural network feature tensors for collaborative intelligence
Robert A. Cohen, Hyomin Choi, Ivan V. Bajić
In collaborative intelligence applications, part of a deep neural network (DNN) is deployed on a relatively low-complexity device such as a mobile phone or edge device, and the rem…
Back-and-Forth prediction for deep tensor compression
Hyomin Choi, Robert A. Cohen, Ivan V. Bajic
Recent AI applications such as Collaborative Intelligence with neural networks involve transferring deep feature tensors between various computing devices. This necessitates tensor…