Isys Johnson
4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
Top co-authors
Keywords
image classification
(1)
attention mechanism
(1)
language modeling
(1)
model architecture
(1)
time series
(1)
recurrent neural network
(1)
sequence model
(1)
neural differential equation
(1)
continuous-time model
(1)
monarch matrix
(1)
sub-quadratic architecture
(1)
general matrix multiplication
(1)
sub-quadratic complexity
(1)
linear state space layer
(1)
sequence length scaling
(1)
monarch matrice
(1)
Papers
Zoology: Measuring and Improving Recall in Efficient Language Models
ICLR 2024
Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
NIPS 2023
How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections
ICLR 2023
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers
NIPS 2021