Featured
Moringa
Automation chain for the production of land cover maps using very high spatial resolution (VHSR) images. Repository
Benchopt
(Participation) Open and simple ML and optimization benchmarks. Repository, Publication.
2023-2024
PDiscoNet
Weakly-supervised semantically-consistent part discovery for fine-grained recognition. Repository, Publication.
SHeDD
Semi-Supervised Heterogeneous Domain Adaptation via feature Disentanglement. Repository, Publication.
REFeD
Reuse out-of-year data to enhance land cover mapping via feature disentanglement and contrastive learning. Repository, Publication.
DisCoM-KD
Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning. Repository, Publication.
Rapeseed mapping
Rapeseed crop mapping from Sentinel-1 (S1) time series data. Repository, Publication.
Concept Discovery Models
Per-example explicit concept discovery with sparsification mechanism. Repository, Publication.
Masking Background OOD
Masking Strategies for Background Bias Removal in Computer Vision Models. Repository, Publication.
ExplAInability – TASSEL
Interactive visualization tool for an explainable deep learning framework, called TASSEL, for object-based land cover mapping from satellite image time series (SITS) data. Repository (EPF student project), Publication.
