Marimuthu Kalimuthu

3 papers · 2019–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

ACL (1) ICLR (1) ICML (1)

Top co-authors

Mathias Niepert (2) Daniel Musekamp (2) Makoto Takamoto (1) Daniel Sonntag (1) Michael Barz (1) Jan Hagnberger (1) David Holzmüller (1)

Research topics

Machine Learning (3) Deep Learning (2) Application Areas (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Natural Language Processing (1) Applications (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

active learning (2) transfer learning (1) domain adaptation (1) attention mechanism (1) neural machine translation (1) incremental learning (1) uncertainty sampling (1) partial differential equation (1) surrogate model (1) neural field (1) parallel computation (1) neural pde solver (1) sentence embedding (1) pde parameter (1) conditional modeling (1) spatio-temporal queries (1)

Papers

Active Learning for Neural PDE Solvers ICLR 2025 Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations ICML 2024 Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings ACL 2019