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Arne Nix's Projects

dlmeetupsept2015 icon dlmeetupsept2015

Tutorial on how to get started with Recurrent Neural Networks using Blocks and Fuel.

elrgvi icon elrgvi

Implementation of algorithms from the paper "Efficient Low Rank Gaussian Variational Inferencefor Neural Networks"

encoder4editing icon encoder4editing

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

ffcv icon ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

nnfabrik icon nnfabrik

A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.

returnn icon returnn

The RWTH extensible training framework for universal recurrent neural networks

rq-vae-transformer icon rq-vae-transformer

The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)

sockeye icon sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

tue-slurm icon tue-slurm

Utility for working with Uni Tübingen Slurm Cluster

vdvae icon vdvae

Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"

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