10 June 2020
One Method One Pipeline Blog Image

One method, one pipeline: NAVER LABS Europe ranks high across three visual localization challenges at CVPR 2020

1st in autonomous vehicle challenge, 2nd in local feature and 4th in handheld devices R2D2 and KAPTURE demonstrate generalizability and wide variety of applications
2020
28 May 2020
Fast Adaptation Blog Image 1

Fast Adaptation of Reinforcement-Learned Robot Navigation Skills to Human Preferences

Our navigation system enables robots to adapt to specific real-world environments and use cases with only small amounts of human preference data.
2020
27 May 2020
Covid-19 blog image

A machine translation model for Covid-19 research

We're releasing a state-of-the-art multilingual and multi-domain neural machine translation model specialised for biomedical data that enables translation into English from five languages (French, German, Italian, Spanish and Korean).
2020
28 April 2020
Vital records blog image

Vital records and deep learning are helping us uncover the past from historical handwritten records

A new platform based on deep-learning approaches to handwritten-text recognition and information extraction enables data from century-old documents to be parsed and analysed, making it possible to explore epidemics and the evolution of populations over time.
2020
29 January 2020
Virtual Kitti 2

Announcing Virtual KITTI 2

Latest release of the popular synthetic image dataset for training and testing. New features include increased photorealism, stereo cameras and additional ground truth.
2020
13 December 2019
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Towards understanding human actions out of context with the Mimetics dataset

This article introduces our recent arxiv preprint on further understanding human actions out of context thanks to the newly introduced Mimetics dataset.
2019
6 December 2019
ETMNLP blog image

Explainability matters in machine learning pipelines

Workshop on methods and measures for explainability and trustworthiness of machine learning pipelines
2019
4 December 2019
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R2D2: Repeatable and Reliable Detector and Descriptor

Combining keypoint reliability in an image as part of the keypoint detection problem significantly improves feature matching.
2019
8 November 2019
EMNLP2019 blog image

EMNLP2019 – what we saw and liked

EMNLP 2019 was in Hong Kong and received a record-breaking number of submissions, but here is a very biased selection of what we liked from the things we saw.
2019
30 October 2019
ml models fail in production

Predicting when machine learning models fail in production

Reducing risks and advancing the decision-making process for Natural language Processing Models in production.
2019
25 October 2019
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SLAMANTIC – Leveraging semantics to improve VSLAM in dynamic environments

Evaluating our method on public datasets, we show that it can successfully solve challenging situations in dynamic environments which cause state-of-the-art baseline VSLAM algorithms to fail and that it maintains performance on static scenes.
2019
21 October 2019
Moulding Humans blog article

Moulding Humans

A new double depth-map representation of the human shape allows to recover 3D details from a single image. Using 2 depth maps (visible and hidden) makes representations more efficient and easier to handle.
2019

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