Marin Biloš
8 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(16)
Conferences
NIPS (4)
ICML (3)
ICLR (1)
Top co-authors
Keywords
normalizing flow
(2)
density estimation
(2)
recurrent neural network
(2)
diffusion model
(2)
temporal point process
(2)
point process
(1)
time series forecasting
(1)
stochastic process
(1)
likelihood maximization
(1)
generative model
(1)
dirichlet distribution
(1)
neural ordinary differential equation
(1)
denoising diffusion
(1)
probabilistic forecasting
(1)
parallel sampling
(1)
continuous-time event
(1)
event prediction
(1)
permutation invariant
(1)
set modeling
(1)
asynchronous event
(1)
Papers
Variational Schrödinger Diffusion Models
ICML 2024
Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion
ICML 2023
Add and Thin: Diffusion for Temporal Point Processes
NIPS 2023
Scalable Normalizing Flows for Permutation Invariant Densities
ICML 2021
Neural Flows: Efficient Alternative to Neural ODEs
NIPS 2021
Intensity-Free Learning of Temporal Point Processes
ICLR 2020
Fast and Flexible Temporal Point Processes with Triangular Maps
NIPS 2020
Uncertainty on Asynchronous Time Event Prediction
NIPS 2019