SirRob1997/Crowded-Valley---Results
This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"
ML Research Engineer @ Apple
Repositories
SirRob1997/ResiDual
ResiDual: Transformer with Dual Residual Connections, https://arxiv.org/abs/2304.14802
SirRob1997/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
SirRob1997/NonAutoregGenProgress
Tracking the progress in non-autoregressive generation (translation, transcription, etc.)
SirRob1997/Master-Thesis-Explainable-Domain-Generalization
SirRob1997/Sneaker-Bot-Python
This bot is used to buy the latest sneakers of the german Nike website (https://www.nike.com/de/de_de/).
SirRob1997/tueplots
Scientific plotting made easy.
SirRob1997/robinschmidt.github.io
This repository contains my personal website.
SirRob1997/bitsandbytes
Library for 8-bit optimizers and quantization routines.
SirRob1997/faiss
A library for efficient similarity search and clustering of dense vectors.
SirRob1997/NL-Augmenter
NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations
SirRob1997/TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP
SirRob1997/DeepOBS
DeepOBS: A Deep Learning Optimizer Benchmark Suite
SirRob1997/DomainBed
DomainBed is a suite to test domain generalization algorithms
SirRob1997/lightning-hydra-template
Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.
SirRob1997/RSC
This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020
SirRob1997/Collaborative-Filtering-under-Model-Uncertainty
Analyzation of recourse and availability for recommender systems under the definition of predictive multiplicity, discrepancy, and ambiguity
SirRob1997/denoise_results
SirRob1997/RidNet-Kaggle
SirRob1997/CycleISP
Official repository for "CycleISP: Real Image Restoration via Improved Data Synthesis" (CVPR 2020--Oral)
SirRob1997/resume-en
Professional resume in english
SirRob1997/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.
SirRob1997/RAdam-Tensorflow
Simple Tensorflow implementation of "On The Variance Of The Adaptive Learning Rate And Beyond"
SirRob1997/Modellierung-und-Simulation-I
Modellierung und Simulation I - lecture notes & exercises
SirRob1997/Publications
This repository contains some of the publications