Recent Publications

DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion

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



A course on Deep Learning for Computer Vision


A PyTorch library providing loaders for Continual Learning


Collection of Continual Learning paper implementations


DiLoCo: Distributed Training of Language Models   PDF
Continual Semantic Segmentation   PDF
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


Deep Learning for Computer Visionn   URL
Deep Learning for Computer Vision   URL
Deep Learning for Computer Vision   URL
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