Hajime Asama
5 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Architectures
(3)
Optimization & Theory
(3)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Techniques
(1)
Keywords
neural differential equation
(2)
neural ordinary differential equation
(2)
dynamical system
(2)
time series classification
(1)
optimal control
(1)
stochastic transitions
(1)
state space model
(1)
normalizing flow
(1)
fast fourier transform
(1)
parallel computation
(1)
convolutional kernel
(1)
ode solver
(1)
implicit model
(1)
transfer function
(1)
long-range arena
(1)
continuous-depth model
(1)
multi-modal dynamics
(1)
neural hybrid automata
(1)
continuous depth
(1)
multiple shooting
(1)
Papers
State-Free Inference of State-Space Models: The *Transfer Function* Approach
ICML 2024
Differentiable Multiple Shooting Layers
NeurIPS 2021
Neural Hybrid Automata: Learning Dynamics With Multiple Modes and Stochastic Transitions
NeurIPS 2021
Dissecting Neural ODEs
NeurIPS 2020
Hypersolvers: Toward Fast Continuous-Depth Models
NeurIPS 2020