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Hendrik Strobelt
 * Home
 * Professional
 * Personal


GUTEN TAG. WELCOME.

Hi, I am Hendrik Strobelt -- Researcher, Data Scientist, and sometimes in good
mood. This web-page should take the role of a web business card. Therefore, I
will try to update the collection of my projects and ideas as soon as they are
publishable.




PROFESSIONAL

Currently, I am working as a Researcher in Information Visualisation, Visual
Analytics, and Machine Learning at IBM Research AI in Cambridge, MA. I am
interested in Visualization of large data sets of unstructured/semi-structured
data, biological data, and neural network models. I enjoy advising students and
enable them to do great work.

I try to be a good citizen in the community by reviewing regularly (InfoVis
2010-2018, BioVis 2012/13, CHI 2011/2014/2017-18, VAST 2010-2018, EuroVis,...),
participating in InfoVis PC 2017-19, the VIS OC 2017-19, the BioVis 2013 OC and
PC, and other committees. I had the honor to attend three great and motivating
Dagstuhl seminars on InfoVis, BioVis, and Progressive Data Science. Oh, and I
like to give talks from time to time.

Here is a selected list of my publications and projects (see also Google
scholar)...



 * MiniConf - A virtual conference in a box
   H Strobelt, A Rush
   Open Source   link
 * Unsupervised attention-guided atom-mapping
   P Schwaller, B Hoover, J Reymond, H Strobelt, T Laino
   Chemarxiv + Demo   link
 * Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative
   Models
   V Chenthamarakshan, P Das, I Padhi, H Strobelt, KW Lim, B Hoover, SC Hoffman,
   A Mojsilovic
   Exploration Tool   link
 * ExBERT: A visual analysis tool to explore learned representations in
   transformers models
   B Hoover, H Strobelt, S Gehrmann
   ACL 2020 Demo paper   link
 * Visual Interaction with Deep Learning Models through Collaborative Semantic
   Inference
   S Gehrmann, H Strobelt, R Krüger, H Pfister, AM Rush
   VAST 2019   link
 * Seeing what a GAN cannot generate
   D Bau, JY Zhu, J Wulff, W Peebles, H Strobelt, B Zhou, A Torralba
   ICCV 2019 paper with demo   link
 * Catching Unicorns with GLTR: A tool to detect automatically generated text
   H Strobelt, S Gehrmann, S Rush
   Demo   link
 * GLTR: Statistical Detection and Visualization of Generated Text
   S Gehrmann, H Strobelt, S Rush
   ACL demo paper & arxiv 2019   link
 * Semantic photo manipulation with a generative image prior
   D Bau, H Strobelt, W Peebles, J Wulff, B Zhou, JY Zhu, A Torralba
   Siggraph 2019 paper & poster & demo   link
 * Interactive Visual Exploration of Latent Space (IVELS) for peptide
   auto-encoder model selection
   T Sercu, S Gehrmann, H Strobelt, P Das, I Padhi, C Dos Santos, K Wadhawan, V
   Chenthamarakshan
   ICLR 2019 Workshop DeepGenStruct   link
 * Interactive Visualization as Mediator Between Human and Machine Intelligence
   H Strobelt, S Gehrmann
   Multiple Views (01/29/19)   link
 * GANpaint
   H Strobelt, D Bau, JY Zhu, A Torralba
   Demo   link
 * GAN Dissection: Visualizing and Understanding Generative Adversarial Networks
   D Bau, JY Zhu, H Strobelt, BZhou, JB Tenenbaum, WT Freeman, A Torralba
   accepted at ICLR 2019   link
 * Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
   H Strobelt, S Gehrmann, M Behrisch, A Perer, H Pfister, A Rush
   VAST Honrable Mention 2018   link
 * Forma Fluens -- abstraction, simultaneity and symbolization in drawings.
   M Martino, H Strobelt, O Cornec, E Phibbs
   VIS art program, NIPS creativity workshop 2017   link
 * LSTMVis: Visual Analysis for Recurent Neural Networks
   H Strobelt, S Gehrmann, B Huber, H Pfister, A Rush
   ArXiv article, IEEE VIS paper 2017   link
 * Screenit: Visual Analysis of Cellular Screens
   K Dinkla,H Strobelt, B Genest, S Reiling, M Borowsky, H Pfister
   accepted at IEEE VIS 2016   link
 * booc.io: An Education System with Hierarchical Concept Maps and Dynamic
   Non-linear Learning Plans
   M Schwab, H Strobelt, J Tompkin, C Fredericks,C Huff, D Higgins, A Strezhnev,
   M Komisarchik, G King, H Pfister
   accepted at VIS 2016   link
 * Vials: Visualizing Alternative Splicing of Genes
   H Strobelt, B Alsallakh, J Botros, P Brant, M Borowsky, H Pfister, A Lex
   To appear in IEEE Transactions on Visualization and Computer Graphics
   (InfoVis '15). - to be published   link
 * Guidelines for Effective Usage of Text Highlighting Techniques
   H Strobelt, D Oelke, B Kwon, T Schreck, H Pfister
   To appear in IEEE Transactions on Visualization and Computer Graphics
   (InfoVis '15). - to be published   link
 * NeuroLines: A Subway Map Metaphor for Visualizing Nanoscale Neuronal
   Connectivity
   A. Al-Awami, J. Beyer, H. Strobelt, N. Kasthuri, J.W. Lichtman, H. Pfister,
   M. Hadwiger
   To appear in IEEE Transactions on Visualization and Computer Graphics
   (InfoVis '14). - to be published   link
 * UpSet: Visualization of Intersecting Sets
   Alexander Lex, Nils Gehlenborg, Hendrik Strobelt, Romain Vuillemot, and
   Hanspeter Pfister
   To appear in IEEE Transactions on Visualization and Computer Graphics
   (InfoVis '14). - to be published   link
 * ConTour: Data-Driven Exploration of Multi-Relational Datasets for Drug
   Discovery
   Christian Partl, Alexander Lex, Marc Streit, Hendrik Strobelt, Anne-Mai
   Wassermann, Hanspeter Pfister, Dieter Schmalstieg
   IEEE Transactions on Visualization and Computer Graphics (VAST '14) - to be
   published   link
 * Comparative Exploration of Document Collections: a Visual Analytics Approach
   Daniela Oelke, Hendrik Strobelt, Christian Rohrdantz, Iryna Gurevych, Oliver
   Deussen
   Computer Graphics Forum (EuroVis) 2014 - to be published   link
 * TextVis at 'Listening to One Million Voices' exhibition at UNICEF building NY
   Hendrik Strobelt
   (exhibition)   link
 * Ontologies in Biological Data Visualization
   Sheelagh Carpendale, Min Chen, Daniel Evanko, Nils Gehlenborg, Carsten Görg,
   Larry Hunter, Francis Rowland, Margaret-Anne Storey, Hendrik Strobelt
   IEEE Computer Graphics and Applications, vol. 34, no. 2, pp. 8-15, Mar.-Apr.,
   2014   link
 * Interactive Visualization for Real-time Public Transport Journey Planning
   Josua Krause, Marc Spicker, Leonard Wörteler, Matthias Schäfer, Leishi Zhang,
   Hendrik Strobelt
   Proceedings of SIGRAD 2012 -- Interactive Visual Analysis of Data   link
 * Interactive Level-of-Detail Rendering of Large Graphs
   Michael Zinsmaier, Ulrik Brandes, Oliver Deussen, and Hendrik Strobelt
   IEEE Transactions on Visualization and Computer Graphics (InfoVis 2012)  
   link
 * HiTSEE KNIME: A visualization tool for hit selection and analysis in
   high-throughput screening experiments for the KNIME platform
   H. Strobelt, E. Bertini, J. Braun, O. Deussen, U. Groth, T. U. Mayer, D.
   Merhof
   open access article, WWW, BMC Bioinformatics 2012, 13(Suppl 8):S4
   doi:10.1186/1471-2105-13-S8-S4   link
 * Rolled-out Wordles: A Heuristic Method for Overlap Removal of 2D Data
   Representatives
   H. Strobelt, M. Spicker, A. Stoffel, D. Keim, O. Deussen:
   Computer Graphics Forum, volume 31 issue 3 pp. 1135-1144, doi:
   10.1111/j.1467-8659.2012.03106.x, (EuroVis 2012)   link
 * Document Thumbnails with Variable Text Scaling
   A. Stoffel, H. Strobelt, O. Deussen, D. A. Keim
   Computer Graphics Forum, volume 31 issue 3 pp. 1165-1173, doi:
   10.1111/j.1467-8659.2012.03109.x, (EuroVis 2012)  
 * HiTSEE: A Visualization Tool for Hit Selection and Analysis in
   High-Throughput Screening Experiments [Honorable Mention]
   Enrico Bertini, Hendrik Strobelt, Joachim Braun, Oliver Deussen, Ulrich
   Groth, Thomas U. Mayer, Dorit Merhof
   Proceedings of 1st IEEE Symposium on Biological Data Visualization (BioVis),
   2011   link
 * Improving Stability and Compactness in Street Layout Visualizations
   Julian Kratt, Hendrik Strobelt, Oliver Deussen
   Proceedings of VMV 2011: Vision, Modeling and Visualization, 2011  
 * Interactive Demo -- Stay in Touch with InfoVis: Visualizing Document
   Collections with Document Cards
   Hendrik Strobelt, Mathias Heilig, Oliver Deussen
   Interactive Demos, Visweek 2010 demo  
 * Document Cards: A Top Trumps Visualization for Documents
   H. Strobelt, D. Oelke, C. Rohrdantz, A. Stoffel, O. Deussen, D. Keim
   IEEE Transactions on Visualization and Computer Graphics (TVCG - InfoVis),
   2009   link
 * Gene mention normalization and interaction extraction with context models and
   sentence motifs
   J. Hakenberg , C. Plake, L. Royer, H. Strobelt, U. Leser, M. Schroeder
   Genome Biology, suppl. 2 p. 14, 2008  



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PERSONAL

I was born in former East Germany. The probability to work and live in the US or
even in the western world was at date of birth close to zero. A lot has changed
and is changing in the world. Here are some of my personal changes/developments:



 * 2017-now Research Scientist at IBM Research in Cambridge, MA
   Explainability Lead for MIT-IBM Watson AI Lab,
   Visiting Researcher at MIT
   Adjunct Faculty at CMU (in spring 2021)
 * 2014-2016 PostDoc in Computer Science at Harvard University (SEAS),
   Cambridge, MA
 * 2013 PostDoc in Computer Science at NYU Tandon, New York
 * 2012 Dr. rer. nat. (PhD) in Computer Science at Uni Konstanz
 * 2007 Dipl.-Inf. (MA) in Computer Science at TU Dresden
 * civil service
 * Abitur (A levels) Käthe Kollwitz Gymnasium Zwickau
   (a tribute to my teachers :))



Besides the "achievements" listed above I believe that there are more important
things in life. Therefore, I try to stay calm and enjoy life, especially when
sharing it with friends.

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© hs 2013