Sotirios Chatzis
7 papers · 2013–2023 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π
Conference Pioneer
π
Trend Setter
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Architectures
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
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
NeurIPS 2023
Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations
AAAI 2022
Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning
ICML 2022
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning
AISTATS 2021
Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation
ICCV 2021
Nonparametric Bayesian Deep Networks with Local Competition
ICML 2019
Infinite Markov-Switching Maximum Entropy Discrimination Machines
ICML 2013