Il Memming Park
10 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (11)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(6)
π
Century Club
(10)
Conferences
ICLR (5)
NIPS (2)
ECCV (1)
ICML (1)
JMLR (1)
Top co-authors
Research topics
Keywords
dynamical system
(3)
gaussian process
(2)
variational inference
(2)
time series
(1)
message passing
(1)
memory retention
(1)
continuous attractor
(1)
bayesian entropy estimation
(1)
shannon entropy
(1)
state-space model
(1)
recurrent neural network
(1)
variational autoencoder
(1)
gaussian state-space
(1)
analog memory
(1)
slow manifold
(1)
latent trajectory
(1)
neural spike train
(1)
linear time complexity
(1)
memory error
(1)
bifurcation analysis
(1)
Papers
Meta-Dynamical State Space Models for Integrative Neural Data Analysis
ICLR 2025
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling
NIPS 2024
Back to the Continuous Attractor
NIPS 2024
Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data
ICLR 2024
Real-time variational method for learning neural trajectory and its dynamics
ICLR 2023
Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains
ICML 2023
Jointly learning visual motion and confidence from local patches in event cameras
ECCV 2020
Information Geometry of Orthogonal Initializations and Training
ICLR 2020
Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling
ICLR 2019
Bayesian Entropy Estimation for Countable Discrete Distributions
JMLR 2014