Jacob Goldberger
Bar-Ilan University(IL)
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, AI in cancer detection, Image Retrieval and Classification Techniques, Speech Recognition and Synthesis
Most-Cited Works
- → GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification(2018)1,853 cited
- Neighbourhood Components Analysis(2004)
- → context2vec: Learning Generic Context Embedding with Bidirectional LSTM(2016)532 cited
- Training deep neural-networks using a noise adaptation layer(2017)
- → Constrained Gaussian mixture model framework for automatic segmentation of MR brain images(2006)250 cited
- → X-ray Categorization and Retrieval on the Organ and Pathology Level, Using Patch-Based Visual Words(2010)199 cited
- → Training deep neural-networks based on unreliable labels(2016)149 cited
- → Efficient Serial Message-Passing Schedules for LDPC Decoding(2007)148 cited
- → Probabilistic space-time video modeling via piecewise gmm(2004)141 cited
- Hierarchical Clustering of a Mixture Model(2004)