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Iakovlev, Valerii
5 publications
ICLR
2025
E(3)-Equivariant Models Cannot Learn Chirality: Field-Based Molecular Generation
Alexandru Dumitrescu
,
Dani Korpela
,
Markus Heinonen
,
Yogesh Verma
,
Valerii Iakovlev
,
Vikas Garg
,
Harri Lähdesmäki
ICLR
2025
Learning Spatiotemporal Dynamical Systems from Point Process Observations
Valerii Iakovlev
,
Harri Lähdesmäki
ICLR
2023
Latent Neural ODEs with Sparse Bayesian Multiple Shooting
Valerii Iakovlev
,
Cagatay Yildiz
,
Markus Heinonen
,
Harri Lähdesmäki
NeurIPS
2023
Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States
Valerii Iakovlev
,
Markus Heinonen
,
Harri Lähdesmäki
ICLR
2021
Learning Continuous-Time PDEs from Sparse Data with Graph Neural Networks
Valerii Iakovlev
,
Markus Heinonen
,
Harri Lähdesmäki