Jan Drgona
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
L4DC (1)
NIPS (1)
Top co-authors
Keywords
generative model
(2)
probabilistic modeling
(2)
density estimation
(1)
neural architecture search
(1)
system identification
(1)
state space model
(1)
dynamical system
(1)
physics-informed neural network
(1)
neural ordinary differential equation
(1)
normalizing flow
(1)
deep markov model
(1)
differentiable search
(1)
teacher-student model
(1)
architecture optimization
(1)
invertible neural network
(1)
system dynamics
(1)
synthetic pseudo rollout
(1)
model discovery
(1)
stochastic stability
(1)
probabilistic map
(1)
Papers
Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach
AAAI 2024
AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution
AAAI 2023
On the Stochastic Stability of Deep Markov Models
NIPS 2021
Automating Discovery of Physics-Informed Neural State Space Models via Learning and Evolution
L4DC 2021