Konstantinos P. Panousis
3 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
AAAI (1)
ICCV (1)
NIPS (1)
Top co-authors
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
NIPS 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