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GMUM's Projects

automating_science icon automating_science

The repository for the course "Automating Science" taught at the Jagiellonian University in 2024. The page is hosted by the machine learning research group GMUM.

binary_flows icon binary_flows

code for "Semi-Discrete Normalizing Flows through Differentiable Tessellation"

cassle icon cassle

Official implementation of "Augmentation-aware Self-supervised Learning with Conditioned Projector"

cw-talar icon cw-talar

Target Layer Regularization for Continual Learning Using Cramer-Wold Distance

cwae icon cwae

Cramer-Wold AutoEncoder

dat icon dat

Our fork of: Repository of Vision Transformer with Deformable Attention (CVPR2022)

deep-kernel-transfer icon deep-kernel-transfer

Official pytorch implementation of the paper "Deep Kernel Transfer in Gaussian Processes for Few-shot Learning"

dl-mo-2021 icon dl-mo-2021

Deep Learning with Multiple Objectives: 2021 edition

ecml17 icon ecml17

Code supporting "Flexible semi-supervised clustering with pairwise constraints reproduction" submission for ECML PKDD 2017

edo icon edo

Explanation-driven optimisation

geo-gcn icon geo-gcn

The official implementation of the SGCN architecture.

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