Justin Dauwels
9 papers · 2007–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (8) πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Conference Polyglot (6)
π
Academic Marathon
(18)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Keyword Champion
π
Trend Setter
Conferences
INTERSPEECH (3)
ICML (2)
ICLR (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
bayesian inference
(2)
language diarization
(2)
equal error rate
(2)
language identification
(2)
graphical model
(2)
neural synchrony
(1)
model evaluation
(1)
anomaly detection
(1)
message passing
(1)
time series
(1)
point process
(1)
precision matrix
(1)
decision making
(1)
eeg analysis
(1)
child-directed speech
(1)
horseshoe prior
(1)
network learning
(1)
variational autoencoder
(1)
error rate
(1)
speaker embedding
(1)
Papers
Compositional Scene Understanding through Inverse Generative Modeling
ICML 2025
$\alpha$TC-VAE: On the relationship between Disentanglement and Diversity
ICLR 2024
MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization
INTERSPEECH 2023
Investigating model performance in language identification: beyond simple error statistics
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
NIPS 2007