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12Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension
E. Sood, S. Tannert, D. Frassinelli, A. Bulling, and N. Vu. Proceedings of the 24th Conference on Computational Natural Language Learning, page 12--25. Online, Association for Computational Linguistics, (November 2020)
6 months ago by @exc2075
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6Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking
D. Väth, P. Tilli, and N. Vu. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, page 114--123. (2021)
7 months ago by @exc2075
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10Learning Free-Surface Flow with Physics-Informed Neural Networks
R. Leiteritz, M. Hurler, and D. Pflüger. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), page 1664-1669. (2021)
7 months ago by @exc2075
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11S4: Self-Supervised learning of Spatiotemporal Similarity
G. Tkachev, S. Frey, and T. Ertl. IEEE Transactions on Visualization and Computer Graphics, (2021)
a year ago by @exc2075
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10Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials
V. Zaverkin, D. Holzmüller, H. Christiansen, F. Errica, F. Alesiani, M. Takamoto, M. Niepert, and J. Kästner. npj Comput. Mater., (2024)
a year ago by @exc2075
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9Near-optimal solutions of constrained learning problems
J. Elenter, L. Chamon, and A. Ribeiro. International Conference on Learning Representations~(ICLR), (2024)
a year ago by @exc2075
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10Local Prediction Models for Spatiotemporal Volume Visualization
G. Tkachev, S. Frey, and T. Ertl. IEEE Transactions on Visualization and Computer Graphics, (2019)Seitenzahlen, Volume?.
a year ago by @exc2075
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52019 IEEE Scientific Visualization Contest Winner: Visual Analysis of Structure Formation in Cosmic Evolution
K. Schatz, C. Müller, P. Gralka, M. Heinemann, A. Straub, C. Schulz, M. Braun, T. Rau, M. Becher, S. Frey and 8 other author(s). IEEE Computer Graphics and Applications, 41 (6): 101-110 (2021)
a year ago by @exc2075
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5Hybrid image processing approach for autonomous crack area detection and tracking using local digital image correlation results applied to single-fiber interfacial debonding
I. Tabiai, G. Tkachev, P. Diehl, S. Frey, T. Ertl, D. Therriault, and M. Levesque. Engineering Fracture Mechanics, (2019)
a year ago by @exc2075
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11Visual analysis of droplet dynamics in large-scale multiphase spray simulations
M. Heinemann, S. Frey, G. Tkachev, A. Straub, F. Sadlo, and T. Ertl. Journal of Visualization, 24 (5): 943--961 (May 4, 2021)
a year ago by @exc2075
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13PDEBench: An Extensive Benchmark for Scientific Machine Learning
M. Takamoto, T. Praditia, R. Leiteritz, D. MacKinlay, F. Alesiani, D. Pflüger, and M. Niepert. 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks, (2022)
a year ago by @exc2075
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9Visualization-based improvement of neural machine translation
T. Munz, D. Väth, P. Kuznecov, N. Vu, and D. Weiskopf. Computers & Graphics, (2022)
a year ago by @exc2075
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5VSA4VQA: Scaling A Vector Symbolic Architecture To Visual Question Answering on Natural Images
A. Penzkofer, L. Shi, and A. Bulling. Proc. 46th Annual Meeting of the Cognitive Science Society (CogSci), (2024)spotlight.
a year ago by @exc2075
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6Use of the N–O Bonds in N-Mesyloxyamides and N-Mesyloxyimides To Gain Access to 5-Alkoxy-3,4-dialkyloxazol-2-ones and 3-Hetero-Substituted Succinimides: A Combined Experimental and Theoretical Study
L. Pfitzer, J. Heitkämper, J. Kästner, and R. Peters. Synthesis, 55 (26): 2460-2472 (2023)
a year ago by @exc2075
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10Collaboration on Machine-Learned Potentials with IPSuite: A Modular Framework for Learning-on-the-Fly
F. Zills, M. Schäfer, N. Segreto, J. Kästner, C. Holm, and S. Tovey. The Journal of Physical Chemistry B, (April 2024)
a year ago by @exc2075
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12Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows
T. Wenzel, M. Kurz, A. Beck, G. Santin, and B. Haasdonk. Large-Scale Scientific Computing, page 410--418. Cham, Springer International Publishing, (2022)
a year ago by @exc2075
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8On the Accurate Estimation of Information-Theoretic Quantities from Multi-Dimensional Sample Data
M. Álvarez Chaves, H. Gupta, U. Ehret, and A. Guthke. Entropy, (2024)
a year ago by @exc2075
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6Exploring visual quality of multidimensional time series projections
T. Munz-Körner, and D. Weiskopf. Visual Informatics, (2024)
a year ago by @exc2075
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10Predicting properties of periodic systems from cluster data: A case study of liquid water
V. Zaverkin, D. Holzmüller, R. Schuldt, and J. Kästner. The Journal of Chemical Physics, 156 (11): 114103 (2022)
a year ago by @exc2075
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10Visual Analysis of Scene-Graph-Based Visual Question Answering
N. Schäfer, S. Künzel, T. Munz-Körner, P. Tilli, S. Vidyapu, N. Thang Vu, and D. Weiskopf. Proceedings of the 16th International Symposium on Visual Information Communication and Interaction, page 1–8. New York, NY, USA, Association for Computing Machinery, (Oct 20, 2023)
a year ago by @exc2075
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publications (hide)59
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12Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension

6Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking

10Learning Free-Surface Flow with Physics-Informed Neural Networks

11S4: Self-Supervised learning of Spatiotemporal Similarity

10Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials

9Near-optimal solutions of constrained learning problems

10Local Prediction Models for Spatiotemporal Volume Visualization

52019 IEEE Scientific Visualization Contest Winner: Visual Analysis of Structure Formation in Cosmic Evolution

5Hybrid image processing approach for autonomous crack area detection and tracking using local digital image correlation results applied to single-fiber interfacial debonding

11Visual analysis of droplet dynamics in large-scale multiphase spray simulations

13PDEBench: An Extensive Benchmark for Scientific Machine Learning

9Visualization-based improvement of neural machine translation

5VSA4VQA: Scaling A Vector Symbolic Architecture To Visual Question Answering on Natural Images

6Use of the N–O Bonds in N-Mesyloxyamides and N-Mesyloxyimides To Gain Access to 5-Alkoxy-3,4-dialkyloxazol-2-ones and 3-Hetero-Substituted Succinimides: A Combined Experimental and Theoretical Study

10Collaboration on Machine-Learned Potentials with IPSuite: A Modular Framework for Learning-on-the-Fly

12Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows

8On the Accurate Estimation of Information-Theoretic Quantities from Multi-Dimensional Sample Data

6Exploring visual quality of multidimensional time series projections

10Predicting properties of periodic systems from cluster data: A case study of liquid water

10Visual Analysis of Scene-Graph-Based Visual Question Answering

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