Recent Publications

Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation


Continuum: Simple Management of Complex Continual Learning Scenarios


PLOP: Learning without Forgetting for Continual Semantic Segmentation


Insights from the Future for Continual Learning


PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning


Projects

DeepCourse

A course on Deep Learning for Computer Vision

Continuum

A PyTorch library providing loaders for Continual Learning

Inclearn

Collection of Continual Learning paper implementations

Talks

Continual Semantic Segmentation and Object Rehearsal   PDF   Video
Continual Learning outside full supervision   PDF   Video
Continuum: Simple Data Loaders   PDF   Video
Continual Segmentation   PDF
Continual Learning   PDF
Continual Learning   PDF
PODNet: Small Task Incremental Learning   PDF   Video
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 for Computer Visionn   URL
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