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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 @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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EXC2075
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PN6-13
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EXC2075PN6PN6-13selected
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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 @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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5VisME software v1.2
T. Munz. (2019)
a year ago by @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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6Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections"
T. Munz-Körner, and D. Weiskopf. (2024)
a year ago by @testusersimtech
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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 @testusersimtech
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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 @testusersimtech
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10Exploring chemical and conformational spaces by batch mode deep active learning
V. Zaverkin, D. Holzmüller, I. Steinwart, and J. Kästner. Digital Discovery, (2022)
a year ago by @testusersimtech
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6On the Universality of the Double Descent Peak in Ridgeless Regression
D. Holzmüller. International Conference on Learning Representations, (2021)
a year ago by @testusersimtech
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8Exploration of transferable and uniformly accurate neural network interatomic potentials using optimal experimental design
V. Zaverkin, and J. Kästner. Machine Learning: Science and Technology, 2 (3): 035009 (2021)
a year ago by @testusersimtech
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14Towards DNS of Droplet-Jet Collisions of Immiscible Liquids with FS3D
J. Potyka, J. Stober, J. Wurst, M. Ibach, J. Steigerwald, B. Weigand, and K. Schulte. preprint, (2022)
a year ago by @testusersimtech
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13Overlap-Free Drawing of Generalized Pythagoras Trees for Hierarchy Visualization
T. Munz, M. Burch, T. van Benthem, Y. Poels, F. Beck, and D. Weiskopf. 2019 IEEE Visualization Conference (VIS), page 251-255. (October 2019)
a year ago by @testusersimtech
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9Neural-network assisted study of nitrogen atom dynamics on amorphous solid water – I. adsorption and desorption
G. Molpeceres, V. Zaverkin, and J. Kästner. Mon. Not. R. Astron. Soc., (2020)
a year ago by @testusersimtech
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8Port-Hamiltonian fluid–structure interaction modelling and structure-preserving model order reduction of a classical guitar
J. Rettberg, D. Wittwar, P. Buchfink, A. Brauchler, P. Ziegler, J. Fehr, and B. Haasdonk. Mathematical and Computer Modelling of Dynamical Systems, 29 (1): 116-148 (2023)
a year ago by @testusersimtech
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12Visual analytics tool for the interpretation of hidden states in recurrent neural networks
R. Garcia, T. Munz, and D. Weiskopf. Visual Computing for Industry, Biomedicine, and Art, (September 2021)
a year ago by @testusersimtech
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7Fast and Sample-Efficient Interatomic Neural Network Potentials for Molecules and Materials Based on Gaussian Moments
V. Zaverkin, D. Holzmüller, I. Steinwart, and J. Kästner. Journal of Chemical Theory and Computation, 17 (10): 6658-6670 (2021)PMID: 34585927.
a year ago by @testusersimtech
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6Imaging based on Compton scattering: model uncertainty and data-driven reconstruction methods
J. Gödeke, and G. Rigaud. Inverse Problems, 39 (3): 034004 (February 2023)
a year ago by @testusersimtech
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14Metaphorical Visualization: Mapping Data to Familiar Concepts
G. Tkachev, R. Cutura, M. Sedlmair, S. Frey, and T. Ertl. CHI Conference on Human Factors in Computing Systems Extended Abstracts, ACM, (April 2022)
a year ago by @testusersimtech
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8A class of regularizations based on nonlinear isotropic diffusion for inverse problems
B. Hahn, G. Rigaud, and R. Schmähl. IMA Journal of Numerical Analysis, (February 2023)drad002.
a year ago by @testusersimtech
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6In Focus - hybrid deep learning approaches to the HDC2021 challenge
C. Arndt, A. Denker, J. Nickel, J. Leuschner, M. Schmidt, and G. Rigaud. Inverse Problems and Imaging, 0 (0): 0--0 (2022)
a year ago by @testusersimtech
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7Training two-layer ReLU networks with gradient descent is inconsistent
D. Holzmüller, and I. Steinwart. Journal of Machine Learning Research, 23 (181): 1--82 (2022)
a year ago by @testusersimtech
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EXC2075PN6PN6-3selected
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10Visual-Interactive Neural Machine Translation
T. Munz, D. Väth, P. Kuznecov, T. Vu, and D. Weiskopf. Graphics Interface 2021, (2021)
a year ago by @testusersimtech
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6Fast Sparse Grid Operations Using the Unidirectional Principle: A Generalized and Unified Framework
D. Holzmüller, and D. Pflüger. Sparse Grids and Applications - Munich 2018, page 69--100. Cham, Springer International Publishing, (2021)
a year ago by @testusersimtech
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13Demo of a Visual Gaze Analysis System for Virtual Board Games
T. Munz, N. Schaefer, T. Blascheck, K. Kurzhals, E. Zhang, and D. Weiskopf. ACM Symposium on Eye Tracking Research and Applications, Association for Computing Machinery, (2020)
a year ago by @testusersimtech
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6Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models"
T. Munz-Körner, S. Künzel, and D. Weiskopf. Dataset, (2023)Related to: T. Munz-Körner, S. Künzel, and D. Weiskopf. "Visual-Explainable AI: The Use Case of Language Models". International Conference on Data-Integrated Simulation Science (SimTech2023). 2023.
a year ago by @testusersimtech
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6Multiple pore lining residues modulate water permeability of GlpF
K. Pluhackova, V. Schittny, P. Bürkner, C. Siligan, and A. Horner. Protein Science, 31 (10): e4431 (2022)
a year ago by @testusersimtech
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15VisME: Visual microsaccades explorer
T. Munz, L. Chuang, S. Pannasch, and D. Weiskopf. Journal of Eye Movement Research, (December 2019)
a year ago by @testusersimtech
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10Visual Analysis of Displacement Processes in Porous Media using Spatio-Temporal Flow Graphs
A. Straub, N. Karadimitriou, G. Reina, S. Frey, H. Steeb, and T. Ertl. IEEE Transactions on Visualization and Computer Graphics, (2023)
a year ago by @testusersimtech
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9Surrogate-data-enriched Physics-Aware Neural Networks
R. Leiteritz, P. Buchfink, B. Haasdonk, and D. Pflüger. Proceedings of the Northern Lights Deep Learning Workshop 2022, 3, (March 2022)
a year ago by @testusersimtech
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6Learning Globally Smooth Functions on Manifolds
J. Cervino, L. Chamon, B. Haeffele, R. Vidal, and A. Ribeiro. International Conference on Machine Learning~(ICML), (2023)
a year ago by @testusersimtech
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17Visual Ensemble Analysis of Fluid Flow in Porous Media Across Simulation Codes and Experiment
R. Bauer, Q. Ngo, G. Reina, S. Frey, B. Flemisch, H. Hauser, T. Ertl, and M. Sedlmair. Transport in Porous Media, (2023)
a year ago by @testusersimtech
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17ClaVis: An Interactive Visual Comparison System for Classifiers
F. Heyen, T. Munz, M. Neumann, D. Ortega, N. Vu, D. Weiskopf, and M. Sedlmair. Proceedings of the International Conference on Advanced Visual Interfaces, New York, NY, USA, Association for Computing Machinery, (2020)
a year ago by @testusersimtech
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13Visual Analysis of Interface Deformation in Multiphase Flow
A. Straub, G. Karch, J. Steigerwald, F. Sadlo, B. Weigand, and T. Ertl. Journal of Visualization, (2023)
a year ago by @testusersimtech
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11Droplet-Local Line Integration for Multiphase Flow
A. Straub, S. Boblest, G. Karch, F. Sadlo, and T. Ertl. 2022 IEEE Visualization and Visual Analytics (VIS), page 135-139. (2022)
a year ago by @testusersimtech
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8A Framework and Benchmark for Deep Batch Active Learning for Regression
D. Holzmüller, V. Zaverkin, J. Kästner, and I. Steinwart. Journal of Machine Learning Research, 24 (164): 1--81 (2023)
a year ago by @testusersimtech
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8Implicit Visualization of 2D Vector Field Topology for Periodic Orbit Detection
A. Straub, G. Karch, F. Sadlo, and T. Ertl. Topological Methods in Data Analysis and Visualization VI, Springer International Publishing, (2021)
a year ago by @testusersimtech
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8RfX: A Design Study for the Interactive Exploration of a Random Forest to Enhance Testing Procedures for Electrical Engines
L. Eirich, M. Münch, D. Jäckle, M. Sedlmair, J. Bonart, and T. Schreck. Computer Graphics Forum (CGF), (2022)
a year ago by @testusersimtech
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9Visual Analysis of Two-Phase Flow Displacement Processes in Porous Media
S. Frey, S. Scheller, N. Karadimitriou, D. Lee, G. Reina, H. Steeb, and T. Ertl. Computer graphics forum, 41 (1): 243-256 (2022)
a year ago by @testusersimtech
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5Regression from linear models to neural networks: double descent, active learning, and sampling
D. Holzmüller. University of Stuttgart, (2023)
a year ago by @testusersimtech
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