Hendrik Strobelt

Most-cited papers

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick +387 more
2022arXiv.org3,070 citations
Semantic Scholar
UpSet: Visualization of Intersecting Sets
A. Lex, Nils Gehlenborg, Hendrik Strobelt, Romain Vuillemot +1 more
2014IEEE Transactions on Visualization and Computer Graphics2,061 citations Open access
Semantic Scholar
HiGlass: web-based visual exploration and analysis of genome interaction maps
Peter Kerpedjiev, Nezar Abdennur, Fritz Lekschas, Chuck McCallum +13 more
2017Genome Biology2,046 citations Open access
Semantic Scholar
GLTR: Statistical Detection and Visualization of Generated Text
Sebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush
2019Annual Meeting of the Association for Computational Linguistics959 citations Open access
Semantic Scholar
Understanding the role of individual units in a deep neural network
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza +2 more
2020Proceedings of the National Academy of Sciences of the United States of America554 citations Open access
Semantic Scholar
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou +3 more
2018International Conference on Learning Representations518 citations
Semantic Scholar
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks
Hendrik Strobelt, Sebastian Gehrmann, H. Pfister, Alexander M. Rush
2016IEEE Transactions on Visualization and Computer Graphics448 citations Open access
Semantic Scholar
HiGlass: Web-based visual comparison and exploration of genome interaction maps
Peter Kerpedjiev, Nezar Abdennur, Fritz Lekschas, Chuck McCallum +12 more
2017383 citations
Semantic Scholar
Semantic photo manipulation with a generative image prior
David Bau, Hendrik Strobelt, William S. Peebles, Jonas Wulff +3 more
2019ACM Transactions on Graphics372 citations Open access
Semantic Scholar
Seeing What a GAN Cannot Generate
David Bau, Jun-Yan Zhu, Jonas Wulff, William S. Peebles +3 more
2019IEEE International Conference on Computer Vision359 citations Open access
Semantic Scholar
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
Sebastian Gehrmann, Tosin P. Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi +52 more
2021IEEE Games Entertainment Media Conference339 citations Open access
Semantic Scholar
Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
Hendrik Strobelt, Sebastian Gehrmann, M. Behrisch, Adam Perer +2 more
2018IEEE Transactions on Visualization and Computer Graphics271 citations Open access
Semantic Scholar
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models
Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover +3 more
2022IEEE Transactions on Visualization and Computer Graphics208 citations Open access
Semantic Scholar
Document Cards: A Top Trumps Visualization for Documents
Hendrik Strobelt, Daniela Oelke, Christian Rohrdantz, A. Stoffel +2 more
2009IEEE Transactions on Visualization and Computer Graphics119 citations Open access
Semantic Scholar
Interactive Level-of-Detail Rendering of Large Graphs
Michael Zinsmaier, U. Brandes, O. Deussen, Hendrik Strobelt
2012IEEE Transactions on Visualization and Computer Graphics107 citations Open access
Semantic Scholar
exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models
Benjamin Hoover, Hendrik Strobelt, Sebastian Gehrmann
2019arXiv.org97 citations
Semantic Scholar
Guidelines for Effective Usage of Text Highlighting Techniques
Hendrik Strobelt, Daniela Oelke, Bum Chul Kwon, Tobias Schreck +1 more
2016IEEE Transactions on Visualization and Computer Graphics88 citations
Semantic Scholar
Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks
Hendrik Strobelt, Sebastian Gehrmann, Bernd Huber, H. Pfister +1 more
2016arXiv.org86 citations
Semantic Scholar
NeuroLines: A Subway Map Metaphor for Visualizing Nanoscale Neuronal Connectivity
Ali K. Al-Awami, Johanna Beyer, Hendrik Strobelt, N. Kasthuri +3 more
2014IEEE Transactions on Visualization and Computer Graphics71 citations Open access
Semantic Scholar
Rolled‐out Wordles: A Heuristic Method for Overlap Removal of 2D Data Representatives
Hendrik Strobelt, Marc Spicker, A. Stoffel, D. Keim +1 more
2012Computer graphics forum (Print)71 citations Open access
Semantic Scholar
Visualizing and Understanding Generative Adversarial Networks (Extended Abstract)
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou +3 more
2019arXiv.org68 citations
Semantic Scholar
Visual Interaction with Deep Learning Models through Collaborative Semantic Inference
Sebastian Gehrmann, Hendrik Strobelt, Robert Krueger, H. Pfister +1 more
2019IEEE Transactions on Visualization and Computer Graphics65 citations Open access
Semantic Scholar
ConfusionFlow: A Model-Agnostic Visualization for Temporal Analysis of Classifier Confusion
Andreas P. Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser +3 more
2019IEEE Transactions on Visualization and Computer Graphics57 citations Open access
Semantic Scholar
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang +73 more
2022Conference on Empirical Methods in Natural Language Processing44 citations Open access
Semantic Scholar
Comparative Exploration of Document Collections: a Visual Analytics Approach
Daniela Oelke, Hendrik Strobelt, Christian Rohrdantz, Iryna Gurevych +1 more
2014Computer graphics forum (Print)44 citations Open access
Semantic Scholar
booc.io: An Education System with Hierarchical Concept Maps and Dynamic Non-linear Learning Plans
Michail Schwab, Hendrik Strobelt, James Tompkin, Colin Fredericks +6 more
2017IEEE Transactions on Visualization and Computer Graphics42 citations
Semantic Scholar
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang +6 more
2023Visual ..41 citations Open access
Semantic Scholar
The Role of Interactive Visualization in Fostering Trust in AI
E. Beauxis-Aussalet, M. Behrisch, R. Borgo, Duen Horng Chau +13 more
2021IEEE Computer Graphics and Applications39 citations Open access
Semantic Scholar
Progressive Data Science: Potential and Challenges
C. Turkay, Nicola Pezzotti, Carsten Binnig, Hendrik Strobelt +6 more
2018arXiv.org35 citations
Semantic Scholar
GenNI: Human-AI Collaboration for Data-Backed Text Generation
Hendrik Strobelt, J. Kinley, Robert Krueger, Johanna Beyer +2 more
2021IEEE Transactions on Visualization and Computer Graphics33 citations Open access
Semantic Scholar
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures
D. Cashman, Adam Perer, R. Chang, Hendrik Strobelt
2019IEEE Transactions on Visualization and Computer Graphics33 citations Open access
Semantic Scholar
HiTSEE KNIME: a visualization tool for hit selection and analysis in high-throughput screening experiments for the KNIME platform
Hendrik Strobelt, E. Bertini, J. Braun, O. Deussen +3 more
2012BMC Bioinformatics29 citations Open access
Semantic Scholar
Vials: Visualizing Alternative Splicing of Genes
Hendrik Strobelt, B. Alsallakh, Joseph Botros, Brant Peterson +3 more
2016IEEE Transactions on Visualization and Computer Graphics24 citations Open access
Semantic Scholar
ConTour: Data-Driven Exploration of Multi-Relational Datasets for Drug Discovery
C. Partl, A. Lex, Marc Streit, Hendrik Strobelt +3 more
2014IEEE Transactions on Visualization and Computer Graphics24 citations Open access
Semantic Scholar
Ontologies in Biological Data Visualization
S. Carpendale, Min Chen, D. Evanko, Nils Gehlenborg +5 more
2014IEEE Computer Graphics and Applications23 citations
Semantic Scholar
Document Thumbnails with Variable Text Scaling
A. Stoffel, Hendrik Strobelt, O. Deussen, D. Keim
2012Computer graphics forum (Print)19 citations Open access
Semantic Scholar
The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference
R. Brath, D. Keim, Johannes Knittel, Shi-Mei Pan +2 more
2023arXiv.org15 citations Open access
Semantic Scholar
Teaching Visualization for Large and Diverse Classes on Campus and Online
Johanna Beyer, Hendrik Strobelt, Michael Oppermann, L. Deslauriers +1 more
201615 citations
Semantic Scholar
Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models
Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Judy Hoffman +2 more
202314 citations
Semantic Scholar
Screenit: Visual Analysis of Cellular Screens
K. Dinkla, Hendrik Strobelt, Bryan Genest, S. Reiling +2 more
2017IEEE Transactions on Visualization and Computer Graphics14 citations
Semantic Scholar
Debugging Sequence-to-Sequence Models with Seq2Seq-Vis
Hendrik Strobelt, Sebastian Gehrmann, M. Behrisch, Adam Perer +2 more
2018BlackboxNLP@EMNLP12 citations Open access
Semantic Scholar
Grand Challenges in Visual Analytics Applications
Aoyu Wu, Da-Zhen Deng, Min Chen, Shi-Xia Liu +7 more
2023IEEE Computer Graphics and Applications11 citations Open access
Semantic Scholar
Interactive Visualization for Real-time Public Transport Journey Planning
Josua Krause, Marc Spicker, Leonard Wörteler, M. Schäfer +2 more
2012The Swedish Chapter of Eurographics10 citations
Semantic Scholar
RectEuler: Visualizing Intersecting Sets using Rectangles
Patrick Paetzold, Rebecca Kehlbeck, Hendrik Strobelt, Yu-Meng Xue +2 more
2023Computer graphics forum (Print)8 citations Open access
Semantic Scholar
NeuNetS: An Automated Synthesis Engine for Neural Network Design
Atin Sood, Benjamin Elder, Benjamin Herta, Chao Xue +16 more
2019arXiv.org8 citations
Semantic Scholar
Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection
Tom Sercu, Sebastian Gehrmann, Hendrik Strobelt, Payel Das +4 more
2019DGS@ICLR8 citations
Semantic Scholar
HiTSEE: A visualization tool for hit selection and analysis in high-throughput screening experiments
E. Bertini, Hendrik Strobelt, J. Braun, O. Deussen +3 more
2011IEEE Symposium on Biological Data Visualization8 citations Open access
Semantic Scholar
Caleydo Web : An Integrated Visual Analysis Platform for Biomedical Data
S. Gratzl, Nils Gehlenborg, A. Lex, Hendrik Strobelt +2 more
20157 citations
Semantic Scholar
ProteomeVis: a web app for exploration of protein properties from structure to sequence evolution across organisms’ proteomes
Rostam M. Razban, Amy I. Gilson, Niamh Durfee, Hendrik Strobelt +4 more
2017bioRxiv6 citations Open access
Semantic Scholar
Improving Stability and Compactness in Street Layout Visualizations
J. Kratt, Hendrik Strobelt, O. Deussen
2011International Symposium on Vision, Modeling, and Visualization6 citations
Semantic Scholar