Publications

L'équipe de Nabla conduit des recherches fondamentales en machine learning et en santé.
C'est ainsi que nous construisons l'assistant médical le plus avancé, tout en faisant progresser la science.

Training integrable parameterizations of deep neural networks in the infinite-width limit

Training integrable parameterizations of deep neural networks in the infinite-width limit

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Uncertainty-aware automated assessment of the arm impedance with upper-limb exoskeletons

Uncertainty-aware automated assessment of the arm impedance with upper-limb exoskeletons

Ronan Sangouard

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Score-Based Generative Modeling through Stochastic Differential Equations, a review

Score-Based Generative Modeling through Stochastic Differential Equations, a review

Grégoire Retourné

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Aggregating similarity metrics for natural language generation

Aggregating similarity metrics for natural language generation

Grégoire Retourné

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Ranked reward: Enabling self-play reinforcement learning for combinatorial optimization

Ranked reward: Enabling self-play reinforcement learning for combinatorial optimization

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TorchKbNufft: A high-level, hardware-agnostic non-uniform fast Fourier transform

TorchKbNufft: A high-level, hardware-agnostic non-uniform fast Fourier transform

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fastMRI: An open dataset and benchmarks for accelerated MRI

fastMRI: An open dataset and benchmarks for accelerated MRI

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Using deep learning to accelerate knee MRI at 3 T: results of an interchangeability study

Using deep learning to accelerate knee MRI at 3 T: results of an interchangeability study

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The GraphNet zoo: an all-in-one graph based deep semi-supervised framework for medical image classification

The GraphNet zoo: an all-in-one graph based deep semi-supervised framework for medical image classification

Marianne de Vriendt

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Inferring Transmission Histories of Rare Alleles in Population-Scale Genealogies

Inferring Transmission Histories of Rare Alleles in Population-Scale Genealogies

Marianne de Vriendt

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Multimodal attribute extraction

Multimodal attribute extraction

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Learning to speak and act in a fantasy text adventure game

Learning to speak and act in a fantasy text adventure game

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Engaging image captioning via personality

Engaging image captioning via personality

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Real-time inference in multi-sentence tasks with deep pretrained transformers

Real-time inference in multi-sentence tasks with deep pretrained transformers

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Reference-less quality estimation of text simplification systems

Reference-less quality estimation of text simplification systems

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Build it break it fix it for dialogue safety: Robustness from adversarial human attack

Build it break it fix it for dialogue safety: Robustness from adversarial human attack

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PyTorch: An Imperative Style, High-Performance Deep Learning Library

PyTorch: An Imperative Style, High-Performance Deep Learning Library

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Ringo: Interactive graph analytics on big-memory machines

Ringo: Interactive graph analytics on big-memory machines

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Poly-encoders: Transformer architectures and pre-training strategies for fast and accurate multi-sentence scoring

Poly-encoders: Transformer architectures and pre-training strategies for fast and accurate multi-sentence scoring

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Weaver: Deep co-encoding of questions and documents for machine reading

Weaver: Deep co-encoding of questions and documents for machine reading

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Training millions of personalized dialogue agents

Training millions of personalized dialogue agents

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