Sotirios Chatzis
7 papers · 2013–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (10)
π
Cross-Pollinator
(13)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(25)
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Conference Pioneer
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Trend Setter
Conferences
ICML (3)
AAAI (1)
AISTATS (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
sparse representation
(3)
local winner-takes-all
(2)
bayesian nonparametrics
(2)
variational inference
(2)
representation learning
(2)
stochastic process
(2)
stick-breaking prior
(2)
sequential classification
(1)
sign language translation
(1)
posterior sampling
(1)
mutual information
(1)
indian buffet process
(1)
stochastic variational inference
(1)
local competition
(1)
transformer network
(1)
multimodal model
(1)
end-to-end translation
(1)
kernel machine
(1)
deep network
(1)
stochastic neural network
(1)
Papers
DISCOVER: Making Vision Networks Interpretable via Competition and Dissection
NIPS 2023
Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning
ICML 2022
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
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning
AISTATS 2021
Nonparametric Bayesian Deep Networks with Local Competition
ICML 2019
Infinite Markov-Switching Maximum Entropy Discrimination Machines
ICML 2013