a) Early developments of Trailmet. Trailmet is an open-source model
compression package being built to make the building of compressed deep
learning models easy. b) Technology development on designing compressed metamodels.
Metalearning refers to learning the process of learning, and this is very crucial
for the generalisation of deep learning methods.
c) Technology development on building budgeted binarization
methods. Among the various model compression methods, binarization
stands unique, especially because it can drastically reduce the model size.
d) First investigation to design light-weight trackers using CNNs and
transformers.
Accessibility Controls