Isys Johnson
4 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
attention mechanism
(2)
image classification
(1)
language modeling
(1)
model architecture
(1)
time series
(1)
state space model
(1)
recurrent neural network
(1)
language model
(1)
sequence model
(1)
neural differential equation
(1)
parameter efficiency
(1)
continuous-time model
(1)
long-range dependency
(1)
gated convolution
(1)
associative recall
(1)
monarch matrix
(1)
sub-quadratic architecture
(1)
general matrix multiplication
(1)
sub-quadratic complexity
(1)
linear state space layer
(1)
Papers
Zoology: Measuring and Improving Recall in Efficient Language Models
ICLR 2024
How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections
ICLR 2023
Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
NeurIPS 2023
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers
NeurIPS 2021