Valerii Iakovlev
5 papers · 2021–2025 · 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
variational inference
(3)
amortized inference
(3)
graph neural network
(2)
partial differential equation
(2)
multiple shooting
(2)
implicit neural representation
(1)
dynamical system
(1)
latent space
(1)
neural differential equation
(1)
neural operator
(1)
3d point cloud
(1)
adjoint method
(1)
neural ode
(1)
spatiotemporal dynamics
(1)
partially observed data
(1)
neural network
(1)
space-time modeling
(1)
continuous-time modeling
(1)
field-based representation
(1)
message passing
(1)
Papers
E(3)-equivariant models cannot learn chirality: Field-based molecular generation
ICLR 2025
Learning Spatiotemporal Dynamical Systems from Point Process Observations
ICLR 2025
Latent Neural ODEs with Sparse Bayesian Multiple Shooting
ICLR 2023
Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States
NeurIPS 2023
Learning continuous-time PDEs from sparse data with graph neural networks
ICLR 2021