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Deep Learning: Theory, Algorithms, and Applications
Invited talk on "Order Matters: Sequence to Sequence for Sets". MIT, Cambridge, USA, June 2016.
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DALI 2016
Invited talk on "Order Matters: Sequence to Sequence for Sets". Sestri Levante, Italy, April 2016.
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College de France
Invited talk on "Neural Image Captioning and other Structured Output Problems". Paris, France, March 2016.
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eBay Machine Learning and Data Science Conference
Invited talk on "Neural Image Captioning". eBay, USA, March 2016.
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Princeton Computer Science Department Seminar
Invited talk on "Neural Image Captioning". Princeton University, USA, February 2016.
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NIPS 2015 Extreme Classification Workshop
Invited talk on "Sharing is Caring in the Land of the Long Tail". Montreal, Canada, December 2015.
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ICMI 2015
Invited talk on "Sharing Representations for Long Tail Computer Vision Problems
".
Seattle, USA, November 2015.
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ICIAP 2015
Invited talk on "The Battle Against the Long Tail in Computer Vision".
Genoa, Italy, September 2015.
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AFEKA Conference for unsupervised learning
Invited talk on "The power of embeddings for text, images, music, voice and image caption generation".
Tel Aviv, Israel, April 2015.
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Fields Institute for Research in Mathematical Sciences
Invited talk on "The Battle Against the Long Tail".
Toronto, Canada, January 2015.
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Speaker Odyssey 2014
Invited talk on "Large Scale Learning of a Joint
Embedding Space". Joensuu, Finland. June 2014.
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Trends in Machine Learning
Invited talk on "Embeddings for images: from large scale
image labeling to zero-shot classification". Kyoto, Japan, March 2014.
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ERMITES 2013
Invited talks on "Large Scale Semantic Extraction Through
Embeddings: From Images to Music" and "DeViSE". Ile de Porquerolles,
France, September 2013.
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Microsoft Machine Learning Summit 2013
Invited talk on "Laconic: Label Consistency for Image
Categorization". Paris, April 2013.
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WebVision 2012
Invited talk on "Don't Forget the Long Tail".
ECCV 2012, Florence, Italy, October 2012.
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Canadian AI 2012
Invited talk on "Learning A Semantic Space: From Image
Annotation to Music Similarity". Toronto, Canada. May 2012.
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DAS 2012
Conference on Document Analysis Systems.
Invited talk on "Learning A Semantic Space: From Image Annotation to
Music Similarity". Gold Coast, Queensland. March 2012.
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Workshop on Large Scale Multimedia Search 2012
Invited talk on "Learning A Semantic Space: From Image
Annotation to Music Similarity". UCLA, January 2011.
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NIPS Similarity Workshop 2011
Invited talk on "Online Similarity Learning: From Images
to Texts". Sierra Nevada, Andalucia, Spain, December 2011.
-
Toyota Technical Institute in Chicago
Invited talk on "Learning A Semantic Space: From Image
Annotation to Music Similarity". Chicago, November 2011.
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National Academy of Engineering's Frontier of
Engineering.
Invited talk on "Large Scale Visual Semantic Extraction".
Mountain View, California, September 2011.
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Symposium on distributed machine learning and sparse
representation with massive data sets, organized by CSIRO.
Invited talk on "Web Scale Image Annotation: Learning to
Rank with Joint Word-Image Embeddings and Label Embedding Trees".
Sydney, Australia, January 2011.
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NIPS 2010 Workshop on Machine Learning for Next
Generation Computer Vision Challenges.
Invited talk on "Large scale image annotation: Learning
to rank with joint word-image embeddings". Whistler, Canada,
December 2010.
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IEEE Fourth International Conference on Biometrics:
Theory, Applications and Systems, BTAS 2010.
Invited talk on "Large scale image annotation: Learning
to rank with joint word-image embeddings". Arlington, Virginia, USA,
September 2010.
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Iberian Conference on Pattern Recognition and
Image Analysis, IbPRAI.
Invited talk on "OASIS", Porto, Portugal, June 2009.
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Colloque international Francophone sur l'Ecrit et le
Document,
CIFED.
Invited tutorial on "information extraction: from text to
image". Fribourg, September 2006.
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ERMITES
: Ecole Recherche Multimedia d'Information, Techniques
et Sciences.
Lectures on "Statistical Machine Learning for Multimodal
Sequence Processing and Extraction". Presqu'ile de Giens, September
2006.
-
International Conference on Accoustic, Speech and
Signal Processing, ICASSP.
Invited talk at special session on
Multimodal Biometric Authentication. Title: "Chimeric users to construct
fusion classifiers in biometric authentication tasks: An investigation".
Toulouse, May 2006.
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15eme congres francophone en reconnaissance des
formes et intelligence artificielle,
RFIA.
Invited talk on
"Challenges in Multi Channel Sequence Processing".
Tours, January 2006.
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International Conference on Multimodal Interactions,
ICMI.
Tutorial on "Statistical Machine Learning, with
application to Multimodal Interactions".
Trento, Italy. October 2005.
-
Fourteenth Dutch-Belgian Conference on Machine Learning,
Benelearn.
Invited talk on "Challenges in Multi-Channel Sequence
Processing". University of Twente. Enschede, Holland. February, 2005.
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Summer School on Statistics and Environmental Sciences.
Lecture on "Introduction to Statistical Machine Learning".
Cargèse, Corsica, France. Novembre, 2004.