AugustinCombes

bovine_embryo_survival_prediction

deeplearning2

DeepWasserstein

Approximating Wasserstein distance with neural networks. Uses jax and ott-jax.

icu_MLM

icu_mortality_prediction

Mortality prediction using MIMIC-III dataset

lsf_subtitle

Automatic subtitle of Sign Language using neural networks and Mediapipe

optimal-transport-fairness

Python implementation and theoretical summary of the paper "Obtaining fairness using optimal transport theory" (Eustasio del Barrio, Fabrice Gamboa, Paula Gordaliza, Jean-Michel Loubes - https://arxiv.org/abs/1806.03195)

RadDiffusion

RL_Soft-Actor-Critic

Soft actor-critic implementation - advanced RL

RobustNLP

Protect NLP systems from adversarial attacks : towards safer modeling

AugustinCombes/optimal-transport-fairness

Python implementation and theoretical summary of the paper "Obtaining fairness using optimal transport theory" (Eustasio del Barrio, Fabrice Gamboa, Paula Gordaliza, Jean-Michel Loubes - https://arxiv.org/abs/1806.03195)

AugustinCombes/lsf_subtitle

Automatic subtitle of Sign Language using neural networks and Mediapipe

AugustinCombes/icu_mortality_prediction

Mortality prediction using MIMIC-III dataset

AugustinCombes/RobustNLP

Protect NLP systems from adversarial attacks : towards safer modeling

AugustinCombes/bovine_embryo_survival_prediction

AugustinCombes/deeplearning2

AugustinCombes/DeepWasserstein

Approximating Wasserstein distance with neural networks. Uses jax and ott-jax.

AugustinCombes/icu_MLM

AugustinCombes/RadDiffusion

AugustinCombes/RL_Soft-Actor-Critic

Soft actor-critic implementation - advanced RL

AugustinCombes/sca_GAN

GAN mimicking EHR health data to realize more ethical predictions on sudden cardiac arrest in Paris' area population

AugustinCombes/sign_language_transformers

American Sign Language classification using transformers models

AugustinCombes/zetaFold

Classification on proteins based on a sequences and structural graph data