Volodymyr Kyrylov
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(8)
algebra
(1)
generative
(1)
meta
(2)
misc
(2)
rl
(1)
rnn
(1)
Nano Bayesian Flow Networks
generative
Bayesian Flow Networks (BFNs) link iterative denoising diffusion and recursive estimation of distribution parameters.
Mar 17, 2024
Volodymyr Kyrylov
Chunked Scan
rnn
We have a linear recurrence:
Dec 29, 2023
Volodymyr Kyrylov
Meta Sequence Transducer
meta
We have two datasets of disjoint discrete integer sequences
\(L\)
and
\(R\)
. They represent sentences in different languages with no common words.
Oct 12, 2023
Volodymyr Kyrylov
Neural Circuits
algebra
This is a collection of equations for neural circuits.
Oct 9, 2023
Volodymyr Kyrylov
An Autoregressive Meta Learner
meta
Procedurally-generated environment consists of a small set of
\(K\)
input symbols and a set of
\(K\)
output symbols. The meta learner remembers…
Oct 8, 2023
Volodymyr Kyrylov
Sparsely supervised learning needs faster learning algorithms
misc
Sequence transduction tasks require large parallel corpora to get
\(p(y|x)\)
. Small changes to…
Oct 7, 2023
Volodymyr Kyrylov
How To Count Experience
rl
When performing exploration of environments we’d like to know how many times we’ve been in the current state.
Oct 5, 2023
Volodymyr Kyrylov
Hello World
misc
This is the first post in a Quarto blog. Welcome!
Sep 29, 2023
Volodymyr Kyrylov
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