Stéphane Canu
9 papers · 2005–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🌍 Conference Polyglot · Silver
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Topic Pioneer
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Keywords
kernel methods
(4)
reproducing kernel hilbert space
(3)
support vector machine
(3)
representer theorem
(2)
self-supervised learning
(2)
video prediction
(1)
function approximation
(1)
action recognition
(1)
nonlinear regression
(1)
quadratic programming
(1)
large-scale learning
(1)
functional data analysis
(1)
semiparametric estimation
(1)
reject option
(1)
binary classification
(1)
conditional probability
(1)
multiple kernel learning
(1)
posterior probabilities
(1)
double hinge loss
(1)
model selection
(1)
Papers
The data-driven transferable adversarial space
ACML 2024
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning
WACV 2023
Temporal Contrastive Pretraining for Video Action Recognition
WACV 2020
Operator-valued Kernels for Learning from Functional Response Data
JMLR 2016
Nonlinear functional regression: a functional RKHS approach
AISTATS 2010
SimpleMKL
JMLR 2008
Support Vector Machines with a Reject Option
NeurIPS 2008
Comments on the “Core Vector Machines: Fast SVM Training on Very Large Data Sets"
JMLR 2007
Frames, Reproducing Kernels, Regularization and Learning
JMLR 2005