Ryan Missel

5 papers · 2023–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze

Venues

ICLR (4) MICCAI (1)

Top co-authors

Linwei Wang (5) Xiajun Jiang (3) Nilesh Kumar (2) Maryam Toloubidokhti (2) Zhiyuan Li (2) Yubo Ye (1) Shichang Lian (1) Ruby Shrestha (1) Prashnna Kumar Gyawali (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Deep Learning (3) Learning Paradigms (3) Models (3) Core Methods (2) Learning Types (2) Optimization & Theory (1)

Keywords

time series forecasting (2) variational inference (2) representation learning (1) continual learning (1) catastrophic forgetting (1) multi-task learning (1) few-shot learning (1) neural network optimization (1) distribution shift (1) generative model (1) latent variable model (1) disentangled representation (1) physics-informed neural network (1) partial differential equation (1) latent dynamics (1) experience replay (1) bayesian meta-learning (1) continual meta-learning (1) meta learning (1) task sampler (1)

Papers

Continual Slow-and-Fast Adaptation of Latent Neural Dynamics (CoSFan): Meta-Learning What-How & When to Adapt ICLR 2025 Meta-Learning Physics-Informed Neural Networks for Personalized Cardiac Modeling MICCAI 2025 DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks ICLR 2024 Continual Unsupervised Disentangling of Self-Organizing Representations ICLR 2023 Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting ICLR 2023