Cecilia Mascolo
13 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (6) π Academic Marathon (6)
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Cross-Pollinator
(10)
π
Renaissance Researcher
(7)
π₯
Mega-Team
(24)
π
Century Club
(13)
ποΈ
Keyword Collector
(73)
π₯
Unstoppable
(5)
Conferences
INTERSPEECH (4)
NIPS (4)
IJCAI (2)
ICML (1)
MLHC (1)
WACV (1)
Top co-authors
Research topics
Keywords
covid-19 detection
(3)
representation learning
(2)
edge device
(2)
catastrophic forgetting
(2)
federated learning
(2)
audio classification
(2)
differential privacy
(2)
principal component analysis
(1)
domain adaptation
(1)
continual learning
(1)
transfer learning
(1)
ensemble learning
(1)
adversarial training
(1)
bayesian inference
(1)
variational inference
(1)
incremental learning
(1)
test-time adaptation
(1)
risk management
(1)
knowledge distillation
(1)
self-supervised learning
(1)
Papers
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge
ICML 2024
Kaizen: Practical Self-Supervised Continual Learning With Continual Fine-Tuning
WACV 2024
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking
NIPS 2024
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices
NIPS 2024
Modeling with Homophily Driven Heterogeneous Data in Gossip Learning
IJCAI 2023
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction
MLHC 2023
Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch
INTERSPEECH 2022
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications
INTERSPEECH 2021
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
INTERSPEECH 2021
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data
INTERSPEECH 2021
Federated Principal Component Analysis
NIPS 2020
Bayesian Pseudocoresets
NIPS 2020
Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data
IJCAI 2018