Viet Huynh
8 papers · 2015–2021 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (7) π Academic Marathon (6)
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Trend Setter
Conferences
IJCAI (2)
ACML (1)
AISTATS (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
optimal transport
(4)
probability measure
(3)
multilevel clustering
(3)
wasserstein distance
(3)
wasserstein barycenter
(2)
hierarchical clustering
(2)
topic modeling
(1)
text generation
(1)
document representation
(1)
kullback-leibler divergence
(1)
document classification
(1)
dirichlet process mixture
(1)
optimization algorithm
(1)
semantic embedding
(1)
topic model
(1)
streaming datum
(1)
language model
(1)
deep generative model
(1)
word embedding
(1)
neural topic model
(1)
Papers
Optimal Transport for Deep Generative Models: State of the Art and Research Challenges
IJCAI 2021
On efficient multilevel Clustering via Wasserstein distances
JMLR 2021
Topic Modelling Meets Deep Neural Networks: A Survey
IJCAI 2021
Neural Topic Model via Optimal Transport
ICLR 2021
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling
NIPS 2020
Probabilistic Multilevel Clustering via Composite Transportation Distance
AISTATS 2019
Multilevel Clustering via Wasserstein Means
ICML 2017
Streaming Variational Inference for Dirichlet Process Mixtures
ACML 2015