Brendan Frey

1. Adversarial Autoencoders
   2015/11/18 by Alireza Makhzani, Jonathon Shlens, Makhzani, Alireza +8 · 1 voice · 100 citations
   Computer Science · #Digital Media Forensic Detection #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #cs.LG
2. k-Sparse Autoencoders
   2013/12/19 by Alireza Makhzani, Makhzani, Alireza, Brendan J. Frey +2 · 65 citations
   Computer Science · Engineering · #Algorithm #Anomaly Detection Techniques and Applications #Artificial intelligence #Autoencoder #Computer science #Deep learning #Domain Adaptation and Few-Shot Learning #Dropout (neural networks) #Encoding (memory) #FOS: Computer and information sciences #MNIST database #Machine Learning (cs.LG) #Machine learning #Neural coding #Noise reduction #Pattern recognition (psychology) #Sparse and Compressive Sensing Techniques #Sparse approximation #cs.LG
3. Classifying and segmenting microscopy images with deep multiple instance learning
   2015/11/17 by Oren Z. Kraus, Oren Kraus, Lei Jimmy Ba +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #AI in cancer detection #Artificial intelligence #Cell Image Analysis Techniques #Computer science #Computer vision #Contextual image classification #Convolutional neural network #Deep learning #Digital Imaging for Blood Diseases #Feature (linguistics) #Image (mathematics) #Machine learning #Microscopy #Pattern recognition (psychology) #Pixel #Pooling #Segmentation #cs.CV #q-bio.SC #stat.ML