Konstantinos P. Panousis
3 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(3)
Deep Learning
(2)
Bayesian & Probabilistic
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
variational inference
(2)
feature learning
(1)
information bottleneck
(1)
sparse representation
(1)
sign language translation
(1)
mutual information
(1)
stochastic process
(1)
vision-language model
(1)
transformer network
(1)
interpretable model
(1)
concept bottleneck model
(1)
end-to-end translation
(1)
stochastic weight
(1)
mutual information constraint
(1)
stochastic activation
(1)
local winner-takes-all
(1)
bayesian sparsity
(1)
information competing process
(1)
representation learning
(1)
coarse to fine concept
(1)
Papers
Coarse-to-Fine Concept Bottleneck Models
NeurIPS 2024
Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations
AAAI 2022
Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation
ICCV 2021