Publications
The Nabla team is at the forefront of machine learning & healthcare research.
This helps us deliver the most advanced medical scribe technology, and contribute back to science.
PyTorch: An Imperative Style, High-Performance Deep Learning Library
![Martin Raison](/static/d64d111bc0c7ca41750bd62b0ed062b2/d51c0/martin.png)
Martin Raison
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fastMRI: An open dataset and benchmarks for accelerated MRI
![Ruben Stern](/static/f03dd174e5df25a1fb35f9c695460ae2/d51c0/ruben.png)
Ruben Stern
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Poly-encoders: Transformer architectures and pre-training strategies for fast and accurate multi-sentence scoring
![Sam Humeau](/static/62970de8ce884654fc36cef374ce1777/d51c0/sam.png)
Sam Humeau
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Training millions of personalized dialogue agents
![Sam Humeau](/static/62970de8ce884654fc36cef374ce1777/d51c0/sam.png)
Sam Humeau
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Build it break it fix it for dialogue safety: Robustness from adversarial human attack
![Sam Humeau](/static/62970de8ce884654fc36cef374ce1777/d51c0/sam.png)
Sam Humeau
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Using deep learning to accelerate knee MRI at 3 T: results of an interchangeability study
![Ruben Stern](/static/f03dd174e5df25a1fb35f9c695460ae2/d51c0/ruben.png)
Ruben Stern
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Ranked reward: Enabling self-play reinforcement learning for combinatorial optimization
![Karl Hajjar](/static/2419fedb13792b42249b23e84d4ffc2e/d51c0/karl.png)
Karl Hajjar
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TorchKbNufft: A high-level, hardware-agnostic non-uniform fast Fourier transform
![Ruben Stern](/static/f03dd174e5df25a1fb35f9c695460ae2/d51c0/ruben.png)
Ruben Stern
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Real-time inference in multi-sentence tasks with deep pretrained transformers
![Sam Humeau](/static/62970de8ce884654fc36cef374ce1777/d51c0/sam.png)
Sam Humeau
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Multimodal attribute extraction
![Sam Humeau](/static/62970de8ce884654fc36cef374ce1777/d51c0/sam.png)
Sam Humeau
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Weaver: Deep co-encoding of questions and documents for machine reading
![Martin Raison](/static/d64d111bc0c7ca41750bd62b0ed062b2/d51c0/martin.png)
Martin Raison
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Inferring Transmission Histories of Rare Alleles in Population-Scale Genealogies
![Marianne de Vriendt](/static/77c7b50582dc232bc6a70d148c1c55ee/d51c0/marianne.png)
Marianne de Vriendt
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The GraphNet zoo: an all-in-one graph based deep semi-supervised framework for medical image classification
![Marianne de Vriendt](/static/77c7b50582dc232bc6a70d148c1c55ee/d51c0/marianne.png)
Marianne de Vriendt
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Training integrable parameterizations of deep neural networks in the infinite-width limit
![Karl Hajjar](/static/2419fedb13792b42249b23e84d4ffc2e/d51c0/karl.png)
Karl Hajjar
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Uncertainty-aware automated assessment of the arm impedance with upper-limb exoskeletons
![Ronan Sangouard](/static/0c0d866145b09bf7eef51b5d1e5ffc4c/d51c0/ronan.png)
Ronan Sangouard
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Aggregating similarity metrics for natural language generation
![Grégoire Retourné](/static/c156f8b2f11effd84de558d978d0217b/97a6e/gregr.jpg)
Grégoire Retourné
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Score-Based Generative Modeling through Stochastic Differential Equations, a review
![Grégoire Retourné](/static/c156f8b2f11effd84de558d978d0217b/97a6e/gregr.jpg)
Grégoire Retourné
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