Hendrik Strobelt
Orcid: 0000-0002-8995-1683Affiliations:
- IBM Research AI, USA
According to our database1,
Hendrik Strobelt
authored at least 79 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Why context matters in VQA and Reasoning: Semantic interventions for VLM input modalities.
CoRR, 2024
CoRR, 2024
LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity.
CoRR, 2024
CoRR, 2024
Proceedings of the 17th IEEE Pacific Visualization Conference, 2024
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
2023
Comput. Graph. Forum, June, 2023
IEEE Trans. Vis. Comput. Graph., 2023
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models.
IEEE Trans. Vis. Comput. Graph., 2023
Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories.
CoRR, 2023
CoRR, 2023
The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference.
CoRR, 2023
IEEE Computer Graphics and Applications, 2023
Proceedings of the ISWC 2023 Posters, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
2022
IEEE Trans. Vis. Comput. Graph., 2022
ConfusionFlow: A Model-Agnostic Visualization for Temporal Analysis of Classifier Confusion.
IEEE Trans. Vis. Comput. Graph., 2022
CoRR, 2022
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022
Shared Interest: Measuring Human-AI Alignment to Identify Recurring Patterns in Model Behavior.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
2021
Operational response simulation tool for epidemics within refugee and IDP settlements: A scenario-based case study of the Cox's Bazar settlement.
PLoS Comput. Biol., 2021
Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment.
CoRR, 2021
CoRR, 2021
IEEE Computer Graphics and Applications, 2021
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021
2020
Visual Interaction with Deep Learning Models through Collaborative Semantic Inference.
IEEE Trans. Vis. Comput. Graph., 2020
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures.
IEEE Trans. Vis. Comput. Graph., 2020
Proc. Natl. Acad. Sci. USA, 2020
Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics.
CoRR, 2020
CoRR, 2020
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020
2019
IEEE Trans. Vis. Comput. Graph., 2019
exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models.
CoRR, 2019
CoRR, 2019
Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection.
Proceedings of the Deep Generative Models for Highly Structured Data, 2019
Proceedings of the Deep Generative Models for Highly Structured Data, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks.
IEEE Trans. Vis. Comput. Graph., 2018
ProteomeVis: a web app for exploration of protein properties from structure to sequence evolution across organisms' proteomes.
Bioinform., 2018
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018
2017
booc.io: An Education System with Hierarchical Concept Maps and Dynamic Non-linear Learning Plans.
IEEE Trans. Vis. Comput. Graph., 2017
2016
IEEE Trans. Vis. Comput. Graph., 2016
IEEE Trans. Vis. Comput. Graph., 2016
IEEE Trans. Vis. Comput. Graph., 2016
2014
IEEE Trans. Vis. Comput. Graph., 2014
IEEE Trans. Vis. Comput. Graph., 2014
Comput. Graph. Forum, 2014
IEEE Computer Graphics and Applications, 2014
2012
IEEE Trans. Vis. Comput. Graph., 2012
Rolled-out Wordles: A Heuristic Method for Overlap Removal of 2D Data Representatives.
Comput. Graph. Forum, 2012
HiTSEE KNIME: a visualization tool for hit selection and analysis in high-throughput screening experiments for the KNIME platform.
BMC Bioinform., 2012
Proceedings of SIGRAD 2012, 2012
2011
Proceedings of the 16th International Workshop on Vision, Modeling, and Visualization, 2011
HiTSEE: A visualization tool for hit selection and analysis in high-throughput screening experiments.
Proceedings of the 2011 IEEE Symposium on Biological Data Visualization, 2011
2010
Advanced Visualizations of Large Document Collections.
Proceedings of the Joint Workshop of the German Research Training Groups in Computer Science, 2010
2009
IEEE Trans. Vis. Comput. Graph., 2009