Robin's repositories
Crowded-Valley---Results
This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"
Sneaker-Bot-Python
This bot is used to buy the latest sneakers of the german Nike website (https://www.nike.com/de/de_de/).
Collaborative-Filtering-under-Model-Uncertainty
Analyzation of recourse and availability for recommender systems under the definition of predictive multiplicity, discrepancy, and ambiguity
TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP
arXiv-historical-phrase-usage
This Python notebook extracts the historic phrase occurrence of a search term in arXiv preprints. It allows for spotting trends in research and analyzing the relevance of a topic over time and exports them as matplotlib graphs aswell as LaTeX tables.
bitsandbytes
Library for 8-bit optimizers and quantization routines.
CycleISP
Official repository for "CycleISP: Real Image Restoration via Improved Data Synthesis" (CVPR 2020--Oral)
faiss
A library for efficient similarity search and clustering of dense vectors.
lightning-hydra-template
Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.
Modellierung-und-Simulation-I
Modellierung und Simulation I - lecture notes & exercises
NL-Augmenter
NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations
NonAutoregGenProgress
Tracking the progress in non-autoregressive generation (translation, transcription, etc.)
Publications
This repository contains some of the publications
RAdam-Tensorflow
Simple Tensorflow implementation of "On The Variance Of The Adaptive Learning Rate And Beyond"
ResiDual
ResiDual: Transformer with Dual Residual Connections, https://arxiv.org/abs/2304.14802
resume-en
Professional resume in english
robinschmidt.github.io
This repository contains my personal website.
RSC
This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020
tueplots
Scientific plotting made easy.