Chetak Kandaswamy

High-Content Analysis of Breast Cancer Using Single-Cell Deep Transfer Learning

Chetak Kandaswamy, Luís M. Silva, Luı́s A. Alexandre et al. · SLAS DISCOVERY · 2016 · 70 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

Using Different Cost Functions to Train Stacked Auto-Encoders

Telmo Amaral, Luís M. Silva, Luı́s A. Alexandre et al. · 2013 · 36 citations

Deep Neural Networks, Machine Vision, Machine Learning +14

Improving transfer learning accuracy by reusing Stacked Denoising Autoencoders

Chetak Kandaswamy, Luís M. Silva, Luı́s A. Alexandre et al. · 2014 · 35 citations

Supervised Feature Transference, Convolutional Neural Network, Engineering +11

Multi-source deep transfer learning for cross-sensor biometrics

Chetak Kandaswamy, João C. Monteiro, Luís M. Silva et al. · Neural Computing and Applications · 2016 · 28 citations · Full text

Engineering, Machine Learning, Data Science +6

Speedup of deep learning ensembles for semantic segmentation using a model compression technique

Andrew Holliday, Mohammadamin Barekatain, Johannes Laurmaa et al. · Computer Vision and Image Understanding · 2017 · 26 citations

Image Classification, Convolutional Neural Network, Engineering +11