Giancarlo Kerg
4 papers · 2019–2022 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
vanishing gradient
(3)
few-shot learning
(1)
gradient descent
(1)
long short-term memory
(1)
recurrent neural network
(1)
forward-mode differentiation
(1)
ordinary differential equation
(1)
gradient-based meta-learning
(1)
long-term dependency
(1)
gradient propagation
(1)
recurrent network
(1)
exploding gradient
(1)
orthogonal matrix
(1)
memory consolidation
(1)
non-normal rnn
(1)
schur decomposition
(1)
orthogonal rnn
(1)
transient dynamics
(1)
stochastic gradient descent
(1)
cell state
(1)
Papers
Continuous-Time Meta-Learning with Forward Mode Differentiation
ICLR 2022
Untangling tradeoffs between recurrence and self-attention in artificial neural networks
NeurIPS 2020
h-detach: Modifying the LSTM Gradient Towards Better Optimization
ICLR 2019
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics
NeurIPS 2019