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Kion Fallah
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 11
Top Topics
Sparse Codes
Number Of Queries Needed
Lie Group
Image Generation
Top Venues
CoRR
Trans. Mach. Learn. Res.
ICML
NeurIPS
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Publications
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Kion Fallah
,
Alec Helbling
,
Kyle A. Johnsen
,
Christopher John Rozell
Manifold Contrastive Learning with Variational Lie Group Operators.
Trans. Mach. Learn. Res.
2024 (2024)
Alec Helbling
,
Christopher J. Rozell
,
Matthew R. O'Shaughnessy
,
Kion Fallah
PrefGen: Preference Guided Image Generation with Relative Attributes.
CoRR
(2023)
Kion Fallah
,
Alec Helbling
,
Kyle A. Johnsen
,
Christopher J. Rozell
Manifold Contrastive Learning with Variational Lie Group Operators.
CoRR
(2023)
Christoffer Löffler
,
Kion Fallah
,
Stefano Fenu
,
Dario Zanca
,
Björn M. Eskofier
,
Christopher John Rozell
,
Christopher Mutschler
Active Learning of Ordinal Embeddings: A User Study on Football Data.
Trans. Mach. Learn. Res.
2023 (2023)
Marissa Catherine Connor
,
Kion Fallah
,
Christopher John Rozell
Learning Identity-Preserving Transformations on Data Manifolds.
Trans. Mach. Learn. Res.
2023 (2023)
Kion Fallah
,
Christopher J. Rozell
Variational Sparse Coding with Learned Thresholding.
ICML
(2022)
Kion Fallah
,
Christopher J. Rozell
Variational Sparse Coding with Learned Thresholding.
CoRR
(2022)
Christoffer Löffler
,
Kion Fallah
,
Stefano Fenu
,
Dario Zanca
,
Bjoern M. Eskofier
,
Christopher John Rozell
,
Christopher Mutschler
Active Learning of Ordinal Embeddings: A User Study on Football Data.
CoRR
(2022)
Alec Helbling
,
Christopher John Rozell
,
Matthew R. O'Shaughnessy
,
Kion Fallah
Oracle Guided Image Synthesis with Relative Queries.
CoRR
(2022)
Marissa Connor
,
Kion Fallah
,
Christopher Rozell
Learning Identity-Preserving Transformations on Data Manifolds.
CoRR
(2021)
Kion Fallah
,
Adam Willats
,
Ninghao Liu
,
Christopher Rozell
Learning sparse codes from compressed representations with biologically plausible local wiring constraints.
NeurIPS
(2020)