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Hendrik Strobelt
Hendrik Strobelt
Senior Research Scientist IBM Research / MIT-IBM Watson AI Lab
Email confirmado em strobelt.com - Página inicial
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UpSet: visualization of intersecting sets
A Lex, N Gehlenborg, H Strobelt, R Vuillemot, H Pfister
IEEE transactions on visualization and computer graphics 20 (12), 1983-1992, 2014
20282014
HiGlass: web-based visual exploration and analysis of genome interaction maps
P Kerpedjiev, N Abdennur, F Lekschas, C McCallum, K Dinkla, H Strobelt, ...
Genome biology 19, 1-12, 2018
18842018
Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
17682023
Visualizing and Understanding GANs
D Bau, JY Zhu, H Strobelt, B Zhou, JB Tenenbaum, WT Freeman, ...
678*2019
Gltr: Statistical detection and visualization of generated text
S Gehrmann, H Strobelt, AM Rush
arXiv preprint arXiv:1906.04043, 2019
5892019
Lstmvis: A tool for visual analysis of hidden state dynamics in recurrent neural networks
H Strobelt, S Gehrmann, H Pfister, AM Rush
IEEE transactions on visualization and computer graphics 24 (1), 667-676, 2018
5682018
Understanding the role of individual units in a deep neural network
D Bau, JY Zhu, H Strobelt, A Lapedriza, B Zhou, A Torralba
Proceedings of the National Academy of Sciences 117 (48), 30071-30078, 2020
5382020
Seeing what a gan cannot generate
D Bau, JY Zhu, J Wulff, W Peebles, H Strobelt, B Zhou, A Torralba
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
4382019
Semantic photo manipulation with a generative image prior
D Bau, H Strobelt, W Peebles, B Zhou, JY Zhu, A Torralba
arXiv preprint arXiv:2005.07727, 2020
3962020
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
P Das, T Sercu, K Wadhawan, I Padhi, S Gehrmann, F Cipcigan, ...
Nature Biomedical Engineering 5 (6), 613-623, 2021
3402021
Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
H Strobelt, S Gehrmann, M Behrisch, A Perer, H Pfister, AM Rush
IEEE transactions on visualization and computer graphics 25 (1), 353-363, 2018
2852018
Extraction of organic chemistry grammar from unsupervised learning of chemical reactions
P Schwaller, B Hoover, JL Reymond, H Strobelt, T Laino
Science Advances 7 (15), eabe4166, 2021
2232021
exbert: A visual analysis tool to explore learned representations in transformers models
B Hoover, H Strobelt, S Gehrmann
arXiv preprint arXiv:1910.05276, 2019
2002019
Interactive and visual prompt engineering for ad-hoc task adaptation with large language models
H Strobelt, A Webson, V Sanh, B Hoover, J Beyer, H Pfister, AM Rush
IEEE transactions on visualization and computer graphics 29 (1), 1146-1156, 2022
1992022
The gem benchmark: Natural language generation, its evaluation and metrics
S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ...
arXiv preprint arXiv:2102.01672, 2021
1652021
Document cards: A top trumps visualization for documents
H Strobelt, D Oelke, C Rohrdantz, A Stoffel, DA Keim, O Deussen
IEEE transactions on visualization and computer graphics 15 (6), 1145-1152, 2009
1412009
Interactive level-of-detail rendering of large graphs
M Zinsmaier, U Brandes, O Deussen, H Strobelt
IEEE Transactions on Visualization and Computer Graphics 18 (12), 2486-2495, 2012
1382012
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
V Chenthamarakshan, P Das, S Hoffman, H Strobelt, I Padhi, KW Lim, ...
Advances in Neural Information Processing Systems 33, 4320--4332, 2020
1092020
Radar: Robust ai-text detection via adversarial learning
X Hu, PY Chen, TY Ho
Advances in neural information processing systems 36, 15077-15095, 2023
1062023
Guidelines for effective usage of text highlighting techniques
H Strobelt, D Oelke, BC Kwon, T Schreck, H Pfister
IEEE transactions on visualization and computer graphics 22 (1), 489-498, 2015
952015
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