Name: David Stutz
Type: User
Bio: Research scientist at DeepMind, davidstutz.de, [email protected]
Twitter: davidstutz92
Location: London, UK
Blog: http://davidstutz.de/
I'm a research scientist at DeepMind doing research on robust and reliable deep learning. Before, I did a PhD at the Max Planck Institute for Informatics. Here on GitHub you can find research projects as well as open source software developed in my spare time.
Support my open source projects by donating:
aml-improved-shape-completion
ArXiv'18 implementation of amortized maximum likelihood (AML) for high-quality, weakly-supervised shape completion.
arxiv-submission-sanitizer-flattener
Simple Python scripts to clean up and flatten ArXiv LaTeX submissions.
awesome-computer-vision
A curated list of awesome computer vision resources
bachelor-thesis-superpixels
Bachelor thesis "Superpixel Segmentation using Depth Information", including a thorough comparison of several state-of-the-art superpixel algorithms.
banic2012-color-constancy
Fork of the Light Random Spray Retinex Algorithm as discussed in [1].
banic2013-color-constancy
Fork of the "Color Sparrow" color constancy algorithm described in [1].
bootstrap-file-upload
Minimal but elegant file upload button for Twitter Bootstrap and IE 7/8/9 support.
bootstrap-multiselect
JQuery multiselect plugin based on Twitter Bootstrap.
bootstrap-strength-meter
Password strength meter based on Twitter Bootstrap and Password Score.
bpy-visualization-utils
Blender/bpy utilities for paper-ready visualizations of meshes, point clouds and occupancy grids.
caffe-tools
Some tools and examples for pyCaffe including LMDB I/O, custom Python layers and monitoring training error and loss.
caffe-tools-data
Data used for examples in daidstutz/caffe-tools.
cmsimple-bbclone
BBClone plugin for CMSimple.
cmsimple-bootstrap
A simple CMSimple theme based on Twitter Bootstrap.
cmsimple-elfinder
CMSimple elFinder filebrowser.
cmsimple-elrte
CMSimple elRTE WYSIWYG editor.
cmsimple-iamdavidstutz
CMSimple theme of my personal webpage.
cmsimple-news
CMSimple plugin for managing and publishing news.
cmsimple-pictures
CMSimple plugin for creating different kinds of sliders and galleries.
cmsimple-youtube
CMSimple plugin for creating youtube video galleries.
color-names
Provides color names and HTML/RGB mappings in various output formats.
confidence-calibrated-adversarial-training
Implementation of Confidence-Calibrated Adversarial Training (CCAT).
cviu2018-superpixels
CVIU 2018 paper "Superpixels: An Evaluation of the State-of-the-Art" - https://arxiv.org/abs/1612.01601.
cvpr2018-shape-completion
CVPR 2018 paper "Learning 3D Shape Completion from Laser Scan Data with Weak Supervision".
cvpr2019-adversarial-robustness
CVPR 2019 paper "Disentangling Adversarial Robustness and Generalization".
d3-topological
Topological sort using d3.js.
daml-shape-completion
CVPR'18 implementation of (deterministic) amortized maximum likelihood (AML) for weakly-supervised shape completion.
davidstutz
Personal README.
disentangling-robustness-generalization
CVPR'19 experiments with (on-manifold) adversarial examples.
extended-berkeley-segmentation-benchmark
Extended version of the Berkeley Segmentation Benchmark [1] used for evaluation in [2].
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
