conftrace_

Valerii Iakovlev

5 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (4) NIPS (1)

Top co-authors

Harri Lahdesmaki (5) Markus Heinonen (4) Yogesh Verma (1) Cagatay Yildiz (1) Alexandru Dumitrescu (1) Dani Korpela (1) Vikas Garg (1)

Keywords

variational inference (1) probabilistic framework (1) amortized inference (1) partial differential equation (1) latent space (1) neural operator (1) partially observed datum (1) neural network (1) multiple shooting (1) space-time modeling (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 Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States NIPS 2023 Latent Neural ODEs with Sparse Bayesian Multiple Shooting ICLR 2023 Learning continuous-time PDEs from sparse data with graph neural networks ICLR 2021