Justin Dauwels
9 papers · 2007–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Full π£ Hot Topic Early Bird
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(6)
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Research topics
Machine Learning
(7)
Core Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Models
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Speech & Audio
(2)
Application Areas
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Research
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Keywords
variational autoencoder
(2)
equal error rate
(2)
language diarization
(2)
language identification
(2)
bayesian inference
(2)
graphical model
(2)
model evaluation
(1)
decision making
(1)
variational inference
(1)
time series
(1)
message passing
(1)
point process
(1)
maximum a posteriori
(1)
precision matrix
(1)
child-directed speech
(1)
horseshoe prior
(1)
network learning
(1)
speaker embedding
(1)
eeg analysis
(1)
neural synchrony
(1)
Papers
Compositional Scene Understanding through Inverse Generative Modeling
ICML 2025
Ξ±TC-VAE: On the relationship between Disentanglement and Diversity
ICLR 2024
Investigating model performance in language identification: beyond simple error statistics
Interspeech 2023
MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization
Interspeech 2023
Slot-VAE: Object-Centric Scene Generation with Slot Attention
ICML 2023
End-to-End Language Diarization for Bilingual Code-Switching Speech
Interspeech 2021
Fast Bayesian Inference of Sparse Networks with Automatic Sparsity Determination
JMLR 2020
Modeling Perception Errors towards Robust Decision Making in Autonomous Vehicles
IJCAI 2020
Measuring Neural Synchrony by Message Passing
NeurIPS 2007