Recent Publications

Small-Task Incremental Learning

We apply a novel distillation loss over all ConvNet’s intermediary features maps to reduce Catastrophic Forgetting in a large amount of small tasks.

Projects

Continuum

A PyTorch library providing loaders for Continual Learning

Inclearn

Collection of Continual Learning paper implementations

Talks

Small Task Incremental Learning   PDF   Video
Incremental Learning   PDF
Lowshots learning   PDF
NATO Innovation Challenge   URL   Blog Post
Object Detection with Deep Learning   PDF
State of the FoodTech in France

Teaching

Deep Learning
Deep Learning for Computer Vision   URL
Deep Learning for Computer Vision
C Programming
Unix / Shell / Algorithm theory
Java Programming
SQL (Postgres) Programming
Web Programming & Project Management
C++ Programming