davidstutz

Research scientist at DeepMind, davidstutz.de, hello@davidstutz.de

London, UK

Pinned Repositories

bootstrap-multiselect
JQuery multiselect plugin based on Twitter Bootstrap.
Language:HTML3.7k 154 9552k
bootstrap-strength-meter
Password strength meter based on Twitter Bootstrap and Password Score.
Language:HTML84 6 427
latex-resources
Collection of LaTeX resources and examples.
Language:TeX531 23 2136
mesh-fusion
Python tool for obtaining watertight meshes using TSDF fusion.
Language:C++215 6 2343
mesh-voxelization
C++ implementation for computing occupancy grids and signed distance functions (SDFs) from watertight meshes.
Language:C++361 11 1350
superpixel-benchmark
An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.
Language:C++398 21 11109
superpixels-revisited
Library containing 7 state-of-the-art superpixel algorithms with a total of 9 implementations used for evaluation purposes in [1] utilizing an extended version of the Berkeley Segmentation Benchmark.
Language:C++262 21 771
conformal_training
This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classifiers".
Language:Python122 5 37
uncertain_ground_truth
Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).
Language:Python543 11 233
med-gemini-medqa-relabelling
For Med-Gemini, we relabeled the MedQA benchmark; this repo includes the annotations and analysis code.
Language:Jupyter Notebook35 3 03

davidstutz's Repositories

davidstutz/bootstrap-multiselect
JQuery multiselect plugin based on Twitter Bootstrap.
Language:HTML3.7k 154 9552k
davidstutz/latex-resources
Collection of LaTeX resources and examples.
Language:TeX531 23 2136
davidstutz/superpixel-benchmark
An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.
Language:C++398 21 11109
davidstutz/mesh-voxelization
C++ implementation for computing occupancy grids and signed distance functions (SDFs) from watertight meshes.
Language:C++361 11 1350
davidstutz/mesh-fusion
Python tool for obtaining watertight meshes using TSDF fusion.
Language:C++215 6 2343
davidstutz/pytorch-adversarial-examples-training-articles
PyTorch code corresponding to my blog series on adversarial examples and (confidence-calibrated) adversarial training.
Language:Python67 5 05
davidstutz/arxiv-submission-sanitizer-flattener
Simple Python scripts to clean up and flatten ArXiv LaTeX submissions.
Language:Python63 3 05
davidstutz/password-score
Password scoring library written in Javascript.
Language:JavaScript57 10 521
davidstutz/daml-shape-completion
CVPR'18 implementation of (deterministic) amortized maximum likelihood (AML) for weakly-supervised shape completion.
Language:C++23 3 34
davidstutz/robust-generalization-flatness
Implementation of average- and worst-case robust flatness measures for adversarial training.
Language:Python15 4 02
davidstutz/torch-examples
Collection of Torch examples for deep learning.
Language:Lua9 4 01
davidstutz/mathematical-image-processing
Implementations and examples of basic mathematical image processing algorithms. Based on the lectures "Mathematical Foundations of Image Processing" and "Variational Methods in Image Processing" by Prof. Berkels.
Language:MATLAB8 5 06
davidstutz/random-bit-error-robustness
Implementation of robust quantization, weight clipping and random bit error training to improve robustness against bit errors in quantized weights.
Language:Python7 3 1
davidstutz/iccv2021-robust-flatness
ICCV'21 paper "Relating Adversarially Robust Generalization to Flat Minima".
Language:PostScript6 4 0
davidstutz/functional-dependencies
Small demo application for calculating candidate keys of a given relational database schema.
Language:PHP5 3 01
davidstutz/jquery-pseudocode
Lightweight jQuery plugin to display algorithms similar to LaTeX pseudocode and algorithm packages.
Language:HTML5 3 15
davidstutz/php-matrix-decompositions-demonstration
Demonstration of common matrix decompositions in PHP.
Language:PHP5 3 12
davidstutz/wordpress-iamdavidstutz
Wordpress theme of my personal webpage.
Language:JavaScript4 3 02
davidstutz/cmsimple-pictures
CMSimple plugin for creating different kinds of sliders and galleries.
Language:PHP3 6 1
davidstutz/mlsys2021-bit-error-robustness
MLSys'21 paper "Bit Error Robustness for Energy-Efficient DNN Accelerators".
Language:PostScript3 3 0
davidstutz/php-matrix-decompositions
PHP Library including several common matrix decompositions: LU, QR and Cholesky.
Language:PHP3 3 01
davidstutz/cmsimple-iamdavidstutz
CMSimple theme of my personal webpage.
Language:CSS2 3 0
davidstutz/cmsimple-news
CMSimple plugin for managing and publishing news.
Language:PHP2 7 31
davidstutz/davidstutz
Personal README.
2 4 01
davidstutz/pytorch-bit-error-training-articles
PyTorch code corresponding to my blog series on bit error robustness and bit error training.
Language:Python2 3 0
davidstutz/cmsimple-bbclone
BBClone plugin for CMSimple.
Language:PHP1 3 52
davidstutz/cmsimple-youtube
CMSimple plugin for creating youtube video galleries.
Language:PHP1 5 5
davidstutz/jquery-references
Naive jQuery plugin to allow referencing figures, listings, algorithms and references in a BibTex-like style.
Language:HTML1 3 0
davidstutz/textidote
Spelling, grammar and style checking on LaTeX documents
Language:Java2 0
davidstutz/torchsort
Fast, differentiable sorting and ranking in PyTorch
Language:Python2 0