Udhyakumar Nallasamy
5 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Core AI
(2)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
neural machine translation
(2)
transformer architecture
(1)
contrastive learning
(1)
multi-task learning
(1)
variational inference
(1)
embedding space
(1)
unsupervised pretraining
(1)
self-supervised learning
(1)
attention mechanism
(1)
machine translation
(1)
multilingual nlp
(1)
word alignment
(1)
latent variable
(1)
normalizing flow
(1)
foundation model
(1)
data sampling
(1)
sampling method
(1)
internal representation
(1)
variational neural machine translation
(1)
approximate posterior
(1)
Papers
Do LLMs ``know'' internally when they follow instructions?
ICLR 2025
Large-scale Training of Foundation Models for Wearable Biosignals
ICLR 2024
Variational Neural Machine Translation with Normalizing Flows
ACL 2020
Empirical Evaluation of Active Learning Techniques for Neural MT
EMNLP 2019
Jointly Learning to Align and Translate with Transformer Models
EMNLP 2019