Scalable Learning and Multi-Purpose AI Lab
Research Lab at Juelich Supercomputing Center (JSC), Helmholtz Research Center Juelich (FZJ). Studying large-scale, transferable deep learning.
Pinned Repositories
autoexperiment
Launch and manage batch of SLURM experiments easily
generalization-cellular-automata
Repository for the paper "Generalization over different cellular automata rules learned by a deep feed-forward neural network", https://arxiv.org/abs/2103.14886
generative-models-for-highres-solar-images
A Comparative Study on Generative Models for High Resolution Extreme Ultraviolet Solar Images https://arxiv.org/abs/2304.07169
large-scale-pretraining-transfer
Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)
open_clip_scaling
Scalable Learning and Multi-Purpose AI Lab's Repositories
SLAMPAI/large-scale-pretraining-transfer
Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)
SLAMPAI/generative-models-for-highres-solar-images
A Comparative Study on Generative Models for High Resolution Extreme Ultraviolet Solar Images https://arxiv.org/abs/2304.07169
SLAMPAI/autoexperiment
Launch and manage batch of SLURM experiments easily
SLAMPAI/generalization-cellular-automata
Repository for the paper "Generalization over different cellular automata rules learned by a deep feed-forward neural network", https://arxiv.org/abs/2103.14886
SLAMPAI/open_clip_scaling