Muhammad Ghifary

Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Domain Generalization for Object Recognition with Multi-task Autoencoders

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Domain Adaptation and Domain Generalization with Representation Learning

Muhammad Ghifary, Muhammad Ghifary, 2016 .

Domain Adaptive Neural Networks for Object Recognition pdf

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2014, PRICAI.

Deep hybrid networks with good out-of-sample object recognition

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sparse representations in deep learning for noise-robust digit classification

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2013, 2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013).

Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation pdf

Mengjie Zhang, Wen Li, W. Bastiaan Kleijn, 2016, ECCV.

Compatible Value Gradients for Reinforcement Learning of Continuous Deep Policies pdf

Muhammad Ghifary, David Balduzzi, D. Balduzzi, 2015, ArXiv.

Strongly-Typed Recurrent Neural Networks pdf

Muhammad Ghifary, David Balduzzi, D. Balduzzi, 2016, ICML.