sebastianberns
PhD researcher — diversity in generative machine learning
Queen Mary University of LondonLondon, UK
Pinned Repositories
cleanfeatures
Compute ‘clean’ features via pre-trained embedding models
cleanfid
Compute the FID between two data sources on clean features
cleanpr
Precision and Recall with clean features
clipgan
GAN-generated images guided by CLIP-encoded text prompts
diversity-weights
Towards Mode Balancing of Generative Models via Diversity Weights (ICCC 2023)
Happy-Times-at-the-IKOB
A contemporary take of the Times New Roman typeface by Lucas Le Bihan
MAI-INLP-Glossary
similarity-estimation-chi24
Not All the Same: Understanding and Informing Similarity Estimation in Tile-Based Video Games (CHI 2024)
torchvision.transforms.invert
sebastianberns's Repositories
sebastianberns/torchvision.transforms.invert
sebastianberns/cleanfeatures
Compute ‘clean’ features via pre-trained embedding models
sebastianberns/similarity-estimation-chi24
Not All the Same: Understanding and Informing Similarity Estimation in Tile-Based Video Games (CHI 2024)
sebastianberns/cleanfid
Compute the FID between two data sources on clean features
sebastianberns/clipgan
GAN-generated images guided by CLIP-encoded text prompts
sebastianberns/Happy-Times-at-the-IKOB
A contemporary take of the Times New Roman typeface by Lucas Le Bihan
sebastianberns/MAI-INLP-Glossary
sebastianberns/cleanpr
Precision and Recall with clean features
sebastianberns/CLIP
Contrastive Language-Image Pretraining
sebastianberns/diversity-weights
Towards Mode Balancing of Generative Models via Diversity Weights (ICCC 2023)
sebastianberns/typographic-style-transfer
Final project, Master in Artificial Intelligence, UPC BarcelonaTech
sebastianberns/deepdivelatentspace-iccc2020
A Deep Dive into Latent Space: Image Generation and Manipulation with StyleGAN2 (ICCC 2020 Tutorial)
sebastianberns/eina.js
sebastianberns/getkirby.com
The entire getkirby.com website!
sebastianberns/iccc2020bridging
ICCC 2020 short paper: Bridging Generative Deep Learning and Computational Creativity
sebastianberns/ignite
High-level library to help with training neural networks in PyTorch
sebastianberns/improved-precision-and-recall-metric-pytorch
Improved Precision and Recall Metric for Assessing Generative Models - Unofficial Pytorch Implementation
sebastianberns/kirby
Kirby's core application folder
sebastianberns/nest-simulator
The NEST simulator
sebastianberns/nestml
A domain specific language to describe neuron models in NEST
sebastianberns/ode-toolbox
A toolbox for ODE analysis and solver selection/generation
sebastianberns/plainkit
The most minimal setup of Kirby. Perfect to get started, when you already know your way around
sebastianberns/post--aia
sebastianberns/pytorch-pretrained-BigGAN
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
sebastianberns/sebastianberns.github.io
http://sebastianberns.com
sebastianberns/Self-Attention-GAN
Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)
sebastianberns/static-site-generator
Custom tool to build my website
sebastianberns/stylegan2-pytorch
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
sebastianberns/vagrant-lamp-bootstrap
A super-simple Vagrantfile / bootstrap.sh to setup a LAMP stack inside Vagrant 100% automatically
sebastianberns/vision
Datasets, Transforms and Models specific to Computer Vision