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Stephane Belemkoabga's Projects

blog icon blog

A minimal, type-focused Jekyll theme.

deepneuralnet icon deepneuralnet

An implementation of a simple deep neural network from scratch

distilbertabs icon distilbertabs

:closed_book::twisted_rightwards_arrows::page_facing_up: Summarize with lighter models

e3d icon e3d

Efficient Methods for 3D Deep Learning

entropy-sgd icon entropy-sgd

:seedling::shower::high_brightness::arrow_upper_right: :deciduous_tree: ENTROPY-SGD: A deep learning optimizer for biasing gradients towards wide valleys

leave-no-trace icon leave-no-trace

:wink::arrow_right: :mask::repeat: Learning to Reset for Safe and Autonomous Reinforcement Learning

pointer_generator_summarizer icon pointer_generator_summarizer

:closed_book::twisted_rightwards_arrows::page_facing_up: A deep learning neural network for abstractive deep summarization

pointer_transformer_generator icon pointer_transformer_generator

:scorpius::heavy_plus_sign::sagittarius::arrow_right::heavy_check_mark: Build a summarizer models combining transformers and pointing mechanism

pplm icon pplm

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

pvcnn icon pvcnn

[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

voxelnet icon voxelnet

:mag_right: :oncoming_automobile: :articulated_lorry: :walking: :bike: 3D objects detections in LIDAR point clouds for autonomous driving

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