Nuno Nvasconcelos
5 papers · 2016–2020 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Trend Setter
Venues
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(1)
Speech & Audio
(1)
Analysis
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Models
(1)
Synthesis
(1)
Keywords
self-supervised learning
(3)
contrastive learning
(2)
representation learning
(2)
large margin learning
(1)
source separation
(1)
multimodal learning
(1)
audio-visual learning
(1)
explainable ai
(1)
adversarial training
(1)
visual representation
(1)
visual explanation
(1)
discriminant analysis
(1)
margin maximization
(1)
support vector machine
(1)
adversarial example
(1)
attribution method
(1)
explainable artificial intelligence
(1)
negative sampling
(1)
spatial audio
(1)
neural network
(1)
Papers
Contrastive Learning with Adversarial Examples
NeurIPS 2020
Learning Representations from Audio-Visual Spatial Alignment
NeurIPS 2020
Deliberative Explanations: visualizing network insecurities
NeurIPS 2019
Self-Supervised Generation of Spatial Audio for 360° Video
NeurIPS 2018
Large Margin Discriminant Dimensionality Reduction in Prediction Space
NeurIPS 2016