Agnieszka Grabska‐Barwińska

Overcoming catastrophic forgetting in neural networks

James Kirkpatrick, Razvan Pascanu, Neil C. Rabinowitz et al. · Proceedings of the National Academy of Sciences · 2017 · 7.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +8

Hybrid computing using a neural network with dynamic external memory

Alex Graves, Greg Wayne, Malcolm Reynolds et al. · Nature · 2016 · 1.4K citations

Computing, Computer Engineering, Computer Science +14

Effective gene expression prediction from sequence by integrating long-range interactions

Žiga Avsec, Vikram Agarwal, Daniel Visentin et al. · Nature Methods · 2021 · 1.3K citations · Full text

Life Sciences, Bioinformatics, Genetics +15

Unveiling the predictive power of static structure in glassy systems

Victor Bapst, Thomas M. Keck, Agnieszka Grabska‐Barwińska et al. · Nature Physics · 2020 · 341 citations

Natural Sciences, Materials Engineering, Materials Science +14

Progress & Compress: A scalable framework for continual learning

Jonathan Schwarz, Jelena Luketina, Wojciech Marian Czarnecki et al. · arXiv (Cornell University) · 2018 · 293 citations · Full text

Computing, Computer Science, Artificial Intelligence +16