Generalizing from a Few Examples
Machine learning has been highly successful in data-intensive applications but is often hampered when the data set is small. Recently, Few-shot Learning (FSL) is proposed to tac...
Publications
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1,099 publications
Nonlinear Dielectric Polarization in Optical Media
The physical mechanisms which can produce second-order dielectric polarization are discussed on the basis of a simple extension of the theory of dispersion in ionic crystals. Fo...
Monolayer-Protected Cluster Molecules
In this report, we evaluate the present state of the rapidly emerging field of monolayer-protected cluster (MPC) molecules with regard to their synthesis and monolayer functiona...
Optical gain in silicon nanocrystals
Adding optical functionality to a silicon microelectronic chip is one of the most challenging problems of materials research. Silicon is an indirect-bandgap semiconductor and so...
6G Wireless Networks: Vision, Requirements, Architecture, and Key Technologies
A key enabler for the intelligent information society of 2030, 6G networks are expected to provide performance superior to 5G and satisfy emerging services and applications. In ...
Action recognition by dense trajectories
Feature trajectories have shown to be efficient for rep-resenting videos. Typically, they are extracted using the KLT tracker or matching SIFT descriptors between frames. Howeve...