NAVER LABS Europe Homepage
RUNNING INTO THE UNKNOWN
WITH RUNAHEAD
SUPERLOSS: ROBUST
CURRICULUM LEARNING HELPS
MACHINES TO LEARN LIKE
HUMANS
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ALPS – Advanced Language Processing winter school in the French Alps

17th -  22nd January 2021, Autrans, France Co-organized by LIG (University Grenoble Alpes) and NAVER LABS Europe, ALPS
17 January 2021
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Seminar: Learning with sparse latent structure

28th January 2021
Speaker: Vlad Niculae, assistant professor, Language Technology Lab, University of Amsterdam.
Virtual seminar. Please register.
28 January 2021
Julien Perez podcast

Blog: Robot learning workshop at NeurIPS2020 – podcast with Julien Perez

Podcast and transcript on 3rd Robot Learning Workshop at NeurIPS 2020 with Julien Perez, group lead machine learning and optimization at NAVER LABS Europe and co-organiser of the workshop.
7 December 2020
iit PAVIS

Seminar: Vision for assistive artificial intelligence

14th January 2021
Speaker: Alessio Del Bue,  PAVIS (Pattern Analyisis and computer VISion), Institute of Technology (IIT), Genova, Italy.
Virtual seminar. Please register.
14 January 2021

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A white box analysis of ColBERT

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant

European Conference on Information Retrieval (ECIR), Lucca, Italy (online event), 28 March-3 April, 2021

Unsupervised meta-domain adaptation for fashion retrieval

Vivek Sharma, Naila Murray, Diane Larlus, M. Saquib Sarfraz, Rainer Stiefelhagen, Gabriela Csurka

Winter Conference on Applications of Computer Vision (WACV), virtual event, 5-9 January, 2021

StacMR: Scene-text aware cross-modal retrieval

Andres Mafla, Rafael Sampaio De Rezende, Lluis Gomez, Diane Larlus, Dimosthenis Karatzas

Winter Conference on Applications of Computer Vision (WACV), virtual event, 5-9 January, 2021

Vital records: uncover the past from historical handwritten records

Hervé Déjean, Jean-Luc Meunier

The 4th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, held in conjunction with COLING 2020, Barcelona, Spain (virtual event), 12 December, 2020
Blog Colbert Image

A white box analysis of ColBERT

By dissecting the matching process of the recent ColBERT model, we make a step towards unveiling the ranking properties of BERT-based ranking models and show that ColBERT (implicitly) learns a notion of term importance that correlates with IDF.

RunAgead Blog Image

Running into the unknown with RunAhead

Running into the unknown with RunAhead: finding pleasant running tours and intuitively navigating through them. The use of combinatorial optimization and UX design, together with head-tracking technology, provides a non-intrusive way of helping runners to discover new itineraries.

SuperLoss blog image

SuperLoss: Robust curriculum learning helps machines to learn like humans

A novel framework which uses individual sample losses as error measures to determine the relative difficulty of samples in a dataset. Can be plugged on top of existing neural network models to implement curriculum learning for any task, even with noisy datasets.

GLOBAL AI R&D BELT

ACADEMIA – EU/GOVT – ENTREPRENEURS

Our partnerships range from long-term fundamental research to investment in products and services.