Recent Publications

DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion

CVPR 2022
PDF Code

Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation

Under review at TPAMI
PDF

Continuum: Simple Management of Complex Continual Learning Scenarios

CVPR CLVISION Findings Workshop 2021
PDF Code Slides Video

PLOP: Learning without Forgetting for Continual Semantic Segmentation

CVPR 2021
PDF Code Poster Slides Video

Insights from the Future for Continual Learning

CVPR CLVISION Workshop 2021
PDF Code Poster Slides Video

PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning

ECCV 2020
PDF Code Slides Video

Recent Posts

More Posts

May 2021 · 
June 2020 · 
December 2019 · 
May 2019 · 

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   PDF
October 2021  ·   Paris Machine Learning Meetup
Continual Semantic Segmentation and Object Rehearsal   PDF   Video
June 2021  ·   ContinualAI
Continual Learning outside full supervision   PDF   Video
April 2021  ·   Computer Vision Talks
Continuum: Simple Data Loaders   PDF   Video
April 2021  ·   ContinualAI
Continual Segmentation   PDF
February 2021  ·   Sorbonne
Continual Learning   PDF
January 2021  ·   Dataiku
Continual Learning   PDF
November 2020  ·   Extrality
PODNet: Small Task Incremental Learning   PDF   Video
August 2020  ·   ECCV
Small Task Incremental Learning   PDF   Video
May 2020  ·   ContinualAI
Incremental Learning   PDF
June 2019  ·   Sorbonne / Heuritech
Lowshots learning   PDF
August 2018  ·   Dataiku
NATO Innovation Challenge   URL   Blog Post
May 2018  ·   École Militaire
Object Detection with Deep Learning   PDF
April 2018  ·   Dataiku
State of the FoodTech in France
January 2018  ·   AgroParisTech

Teaching

Deep Learning for Computer Visionn   URL
Fall 2019 - ...  ·   EPITA  ·   Lecturer
Deep Learning for Computer Vision   URL
Fall 2019 - ...  ·   Sorbonne University  ·   Teacher Assistant
Deep Learning for Computer Vision   URL
Fall 2018  ·   EPITA  ·   Teacher Assistant
C Programming
Fall 2017  ·   EPITA  ·   Teacher Assistant
Unix / Shell / Algorithm theory
Fall 2017  ·   EPITA  ·   Teacher Assistant
Java Programming
Spring 2017  ·   EPITA  ·   Teacher Assistant
SQL (Postgres) Programming
Spring 2017  ·   EPITA  ·   Teacher Assistant
Web Programming & Project Management
Spring 2017  ·   EPITA  ·   Teacher Assistant
C++ Programming
Spring 2017  ·   EPITA  ·   Teacher Assistant