Adrian Lancucki
4 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Trend Setter
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Speech & Audio
(2)
Analysis
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
speech representation
(2)
transformer architecture
(1)
sequence modeling
(1)
variational inference
(1)
self-supervised learning
(1)
entity linking
(1)
named entity recognition
(1)
autoregressive generation
(1)
knowledge base
(1)
speaker recognition
(1)
hierarchical representation
(1)
dynamic pooling
(1)
probabilistic model
(1)
state space model
(1)
variational autoencoder
(1)
deep markov model
(1)
negative sampling
(1)
black-box variational inference
(1)
phone classification
(1)
acoustic unit discovery
(1)
Papers
Efficient Transformers with Dynamic Token Pooling
ACL 2023
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
NeurIPS 2022
Named Entity Recognition and Linking Augmented with Large-Scale Structured Data
EACL 2021
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning
Interspeech 2020