Published September 4, 2026 | Version v1
Model Open

Beyond L2: Trained Model Checkpoints

Authors/Creators

  • 1. ROR icon Université Paris-Saclay
  • 2. ROR icon Commissariat à l'Énergie Atomique et aux Énergies Alternatives
  • 3. ROR icon Laboratoire d'Intégration des Systèmes et des Technologies
  • 4. ROR icon CEA Paris-Saclay
  • 5. CEA Saclay

Description

Trained model checkpoints accompanying the code at github.com/julsoria/beyond_l2 and the paper "Beyond L2: Generalizing Abductive Latent Explanations to Diverse Prototype-Based Architectures" (ECML PKDD 2026, arXiv:2608.16773).

Contains 13 architecture/dataset combinations (ProtoPNet, TesNet, PIP-Net, ProtoPool, and an Isotropic Gaussian ProtoPNet variant, over Flowers-102, Oxford-IIIT Pet, and CUB-200-2011).

Files

beyond_l2_checkpoints.zip

Files (1.2 GB)

Name Size
md5:98708b3e5ae1cea47f193005b6cc31c6
1.2 GB Preview Download

Additional details

Related works

Is supplement to
Preprint: arXiv:2608.16773 (arXiv)

Software

Repository URL
https://github.com/julsoria/beyond_l2
Programming language
Python
Development Status
Active