Hi there!
My name is Timo, I am a European living in Berlin. I am an Applied Scientist with Zalando, where my tasks range from software engineering to data science in the domain of fashion outfit generation and recommendation.
Besides that, I run a one-man business called Denk Development where I create custom software and hardware solutions for customers. Most of the time that involves microcontroller programming.
In my leisure time I like to 3d print and occasionally work on artsy projects. Besides that I play the piano and learn the violin, and do some sports: playing ultimate frisbee and road cycling are my favorite activities.
An overview of my recent projects is given at blog.timodenk.com.
Blog Articles
I am occasionally publishing articles at timodenk.com/blog.
Here are the most recent ones:
Publications
Timo Denk and Ana Peleteiro Ramallo (Dec 2020):
Contextual BERT: Conditioning the Language Model Using a Global State.
Workshop paper accepted at the COLING 2020 workshop TextGraphs-14.
[paper] [presentation]
Marjan Celikik, Matthias Kirmse, Timo Denk, Pierre Gagliardi, Sahar Mbarek, Duy Pham, and Ana Peleteiro Ramallo (Sep 2020):
Outfit Generation and Recommendation – An Experimental Study.
Workshop paper accepted at the RecSys 2020 workshop fashionXrecsys.
[paper] [slides]
Timo Denk, Christian Reisswig (Sep 2019):
BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding.
Workshop paper accepted at NeurIPS 2019 and awarded the Best Paper Award at the Document Intelligence workshop.
[paper] [presentation]
Timo Denk (Sep 2019): Wordgrid: Extending Chargrid with Word-level Information. Bachelor's thesis with SAP's Deep Learning Center of Excellence and DHBW Karlsruhe and paper. [thesis] [paper]
Timo Denk and Samed Güner (May 2019):
Vision-based Page Rank Estimation with Graph Networks.
Student research project at DHBW Karlsruhe.
[report] [repository]
Timo Denk and Florian Pfisterer (Nov 2018):
The LESCI Layer. Summary of our contributions to the 2018 NeurIPS Adversarial Vision Challenge.
[report] [repository]
Timo Denk (Sep 2018):
Text Classification with Separable Convolutional Neural Networks.
Report on the work conducted during an internship at SAP Machine Learning Foundation.
[report]
Timo Denk (Oct 2015):
PHP 7.0 (German).
Article on the new PHP version 7.0; published in the computer magazine c't.
[heise.de] [article]
Timo Denk (June 2015):
Windows Audio Output Capturing (German).
Article on audio output capturing on Windows; published in the computer magazine c't.
[heise.de] [article]
