Eugene Vorontsov
3 papers · 2017–2019 · 3 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Keyword Champion
(2)
🚀
Conference Pioneer
Conferences
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
recurrent neural network
(3)
long-term dependency
(2)
orthogonal matrix
(2)
long term dependency
(2)
vanishing gradient
(2)
non-saturating activation
(1)
non-normal rnn
(1)
schur decomposition
(1)
orthogonal rnn
(1)
transient dynamics
(1)
sequence modeling
(1)
synthetic task
(1)
activation function
(1)
weight matrix
(1)
memory mechanism
(1)
gradient propagation
(1)
Papers
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics
NIPS 2019
Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies
AAAI 2019
On orthogonality and learning recurrent networks with long term dependencies
ICML 2017