PN 6-4

SimTech Project PN 6-4 "Visual Analytics for Deep Learning"

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11 to 20 of 46 Results

karman_simulation.mp4 May 27, 2024 - Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections" MPEG-4 Video - 6.4 MB - MD5: 8339a16db70e6b52e2be0a0bba9625dd A video illustrating the data used in section 5.2. (Simulation Data: Kármán Vortex Street).
table.pdf May 27, 2024 - Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections" Adobe PDF - 72.2 KB - MD5: ef3f4082c9398a14716f68c485ffba9b A table containing relevant publications using dimensionality reduction on multidimensional time series to project them to 2D for visualization and exploration.
visualQuality.mp4 May 27, 2024 - Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections" MPEG-4 Video - 104.6 MB - MD5: a7f6a5c14bb6327a15a7dbe59794fe50 A video demonstrating the interactive use of our exploration system.
Visual Analysis System to Explore the Visual Quality of Multidimensional Time Series Projections May 27, 2024 Munz-Körner, Tanja; Weiskopf, Daniel, 2024, "Visual Analysis System to Explore the Visual Quality of Multidimensional Time Series Projections", https://doi.org/10.18419/DARUS-3553, DaRUS, V1 Source code of our visual analysis system for the exploration of the visual quality of multidimensional time series projections. This project contains source code for preprocessing data and the visual analysis system. Additionally, we added precomputed data for immediate use in the visual analysis system. Our project contains the following director...
visualQuality_v1.0.zip May 27, 2024 - Visual Analysis System to Explore the Visual Quality of Multidimensional Time Series Projections ZIP Archive - 49.8 MB - MD5: 1a0068dfe91e3d7cd41a2d0ee2b668fe Source code of our visual analysis system to explore multidimensional time series projections.
Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering Jul 25, 2023 Schäfer, Noel; Tilli, Pascal; Munz-Körner, Tanja; Künzel, Sebastian; Vidyapu, Sandeep; Vu, Ngoc Thang; Weiskopf, Daniel, 2023, "Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering", https://doi.org/10.18419/DARUS-3597, DaRUS, V1 Pretrained model parameters and pregenerated evaluation data for our visual analysis system for scene-graph-based visual question answering (https://doi.org/10.18419/darus-3589).
evaluation_data.7z Jul 25, 2023 - Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering 7Z Archive - 156.9 MB - MD5: 1900cd3a2a3a6836888073127a4978f5 Pregenerated evaluation data
graphvqa_parameters.7z Jul 25, 2023 - Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering 7Z Archive - 2.5 GB - MD5: 6521038f236d50fd2d24aad27ca30bb4 Pretrained model parameters
Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models" Jul 25, 2023 Munz-Körner, Tanja; Künzel, Sebastian; Weiskopf, Daniel, 2023, "Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models"", https://doi.org/10.18419/DARUS-3456, DaRUS, V1 Supplemental material for the poster "Visual-Explainable AI: The Use Case of Language Models" published at the International Conference on Data-Integrated Simulation Science 2023. Collection of videos and images showing our interactive visualization systems for exploring language models: - Text classification (https://github.com/MunzT/hiddenStatesV...
classification.mp4 Jul 25, 2023 - Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models" MPEG-4 Video - 103.2 MB - MD5: 528bdd106b37c293308d8fc175ae0dd7 Video demonstrating our classification system.

karman_simulation.mp4

May 27, 2024 - Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections"

MPEG-4 Video - 6.4 MB -

A video illustrating the data used in section 5.2. (Simulation Data: Kármán Vortex Street).

table.pdf

May 27, 2024 - Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections"

Adobe PDF - 72.2 KB -

A table containing relevant publications using dimensionality reduction on multidimensional time series to project them to 2D for visualization and exploration.

visualQuality.mp4

May 27, 2024 - Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections"

MPEG-4 Video - 104.6 MB -

A video demonstrating the interactive use of our exploration system.

Visual Analysis System to Explore the Visual Quality of Multidimensional Time Series Projections

May 27, 2024

Munz-Körner, Tanja; Weiskopf, Daniel, 2024, "Visual Analysis System to Explore the Visual Quality of Multidimensional Time Series Projections", https://doi.org/10.18419/DARUS-3553, DaRUS, V1

Source code of our visual analysis system for the exploration of the visual quality of multidimensional time series projections. This project contains source code for preprocessing data and the visual analysis system. Additionally, we added precomputed data for immediate use in the visual analysis system. Our project contains the following director...

visualQuality_v1.0.zip

May 27, 2024 - Visual Analysis System to Explore the Visual Quality of Multidimensional Time Series Projections

ZIP Archive - 49.8 MB -

Source code of our visual analysis system to explore multidimensional time series projections.

Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering

Jul 25, 2023

Schäfer, Noel; Tilli, Pascal; Munz-Körner, Tanja; Künzel, Sebastian; Vidyapu, Sandeep; Vu, Ngoc Thang; Weiskopf, Daniel, 2023, "Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering", https://doi.org/10.18419/DARUS-3597, DaRUS, V1

Pretrained model parameters and pregenerated evaluation data for our visual analysis system for scene-graph-based visual question answering (https://doi.org/10.18419/darus-3589).

evaluation_data.7z

Jul 25, 2023 - Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering

7Z Archive - 156.9 MB -

Pregenerated evaluation data

graphvqa_parameters.7z

Jul 25, 2023 - Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering

7Z Archive - 2.5 GB -

Pretrained model parameters

Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models"

Jul 25, 2023

Munz-Körner, Tanja; Künzel, Sebastian; Weiskopf, Daniel, 2023, "Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models"", https://doi.org/10.18419/DARUS-3456, DaRUS, V1

Supplemental material for the poster "Visual-Explainable AI: The Use Case of Language Models" published at the International Conference on Data-Integrated Simulation Science 2023. Collection of videos and images showing our interactive visualization systems for exploring language models: - Text classification (https://github.com/MunzT/hiddenStatesV...

classification.mp4

Jul 25, 2023 - Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models"

MPEG-4 Video - 103.2 MB -

Video demonstrating our classification system.

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