Joseph Soriaga
4 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(2)
Machine Learning
(2)
Application Areas
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Computer Vision
(1)
Security & Privacy
(1)
Speech & Audio
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
user verification
(2)
federated learning
(2)
privacy preservation
(1)
embedding sharing
(1)
privacy-preserving learning
(1)
biometric authentication
(1)
speaker recognition
(1)
signal processing
(1)
distributed training
(1)
neural radiance field
(1)
edge device
(1)
differentiable simulation
(1)
edge computing
(1)
long-range dependency
(1)
error-correcting code
(1)
efficient transformer
(1)
multi-scale attention
(1)
positional embedding
(1)
voice verification
(1)
user authentication
(1)
Papers
Composite Slice Transformer: An Efficient Transformer with Composition of Multi-Scale Multi-Range Attentions
ICLR 2023
Federated Learning Toolkit with Voice-based User Verification Demo
Interspeech 2023
WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations
ICLR 2023
Federated Learning of User Verification Models Without Sharing Embeddings
ICML 2021