Sebastian Ruder

An overview of gradient descent optimization algorithms

Sebastian Ruder · arXiv (Cornell University) · 2016 · 4.8K citations · Full text

Computing, Computer Science, Algorithms +15

An Overview of Multi-Task Learning in Deep Neural Networks

Sebastian Ruder · arXiv (Cornell University) · 2017 · 2.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Gemini: A Family of Highly Capable Multimodal Models

Gemini Robotics Team, Rohan Anil, Sebastian Borgeaud et al. · arXiv (Cornell University) · 2023 · 816 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Transfer Learning in Natural Language Processing

Sebastian Ruder, Matthew E. Peters, Swabha Swayamdipta et al. · 2019 · 579 citations · Full text

Computing, Computer Science, Computer Vision +12

A Survey of Cross-lingual Word Embedding Models

Sebastian Ruder, Ivan Vulić, Anders Søgaard · Apollo (University of Cambridge) · 2018 · 547 citations · Full text

Computing, Computer Science, Applied Linguistics +15