Nhan Dam
6 papers · 2018–2021 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Mathematics & Optimization
(3)
Core AI
(3)
Core Methods
(3)
Optimization
(3)
Architectures
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Keywords
optimal transport
(3)
wasserstein distance
(2)
bayesian nonparametrics
(1)
domain adaptation
(1)
unsupervised clustering
(1)
multiple kernel learning
(1)
question answering
(1)
probability measure
(1)
semantic parsing
(1)
unsupervised domain adaptation
(1)
hierarchical clustering
(1)
scene graph
(1)
attention mechanism
(1)
label shift
(1)
imitation learning
(1)
bayesian nonparametric model
(1)
knowledge graph
(1)
generative adversarial network
(1)
cross attention
(1)
transformer architecture
(1)
Papers
On efficient multilevel Clustering via Wasserstein distances
JMLR 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport
IJCAI 2021
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering
COLING 2020
Scene Graph Modification Based on Natural Language Commands
EMNLP 2020
Three-Player Wasserstein GAN via Amortised Duality
IJCAI 2019
Clustering Induced Kernel Learning
ACML 2018