Marc’Aurelio Ranzato
Google DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Neural Networks and Applications
Most-Cited Works
- → DeepFace: Closing the Gap to Human-Level Performance in Face Verification(2014)6,531 cited
- Large Scale Distributed Deep Networks(2012)
- DeViSE: A Deep Visual-Semantic Embedding Model(2013)
- → Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition(2007)1,106 cited
- → Efficient Learning of Sparse Representations with an Energy-Based Model(2007)1,082 cited
- → Sequence Level Training with Recurrent Neural Networks(2015)945 cited
- Sparse Feature Learning for Deep Belief Networks(2007)
- → Predicting Parameters in Deep Learning(2013)704 cited
- Building high-level features using large scale unsupervised learning(2012)