Jakub Sygnowski

Gemini: A Family of Highly Capable Multimodal Models

Gemini Robotics Team, Rohan Anil, Sebastian Borgeaud et al. · arXiv (Cornell University) · 2023 · 784 citations · Full text

Artificial Intelligence, Natural Language Processing, New Family +15

Meta-Learning with Latent Embedding Optimization

Andrei A. Rusu, Dushyant Rao, Jakub Sygnowski et al. · arXiv (Cornell University) · 2018 · 210 citations · Full text

Artificial Intelligence, Few-shot Learning, Gradient-based Meta-learning +15

Task Agnostic Continual Learning via Meta Learning

Xu He, Jakub Sygnowski, Alexandre Galashov et al. · arXiv (Cornell University) · 2019 · 56 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +16

Open-Ended Learning Leads to Generally Capable Agents

Open Ended Learning Team, Adam Stooke, Anuj Mahajan et al. · arXiv (Cornell University) · 2021 · 55 citations · Full text

Artificial Intelligence, Cognitive Science, Engineering +15

Meta-learning by the baldwin effect

Chrisantha Fernando, Jakub Sygnowski, Simon Osindero et al. · Proceedings of the Genetic and Evolutionary Computation Conference Companion · 2018 · 27 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +16