PN 6-4

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

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1 to 10 of 40 Results

Extended Visual Analysis System for Scene-Graph-Based Visual Question Answering May 28, 2025 Schäfer, Noel; Künzel, Sebastian; Tilli, Pascal; Munz-Körner, Tanja; Vidyapu, Sandeep; Vu, Ngoc Thang; Weiskopf, Daniel, 2025, "Extended Visual Analysis System for Scene-Graph-Based Visual Question Answering", https://doi.org/10.18419/DARUS-3909, DaRUS, V1 Source code of our extended visual analysis system to explore scene-graph-based visual question answering. This approach is built on top of the state-of-the-art GraphVQA framework which was trained on the GQA dataset. Additionally, it is an improved version of our system that can be found here Instructions on how to use our system can be found in t...
GraphVQA-Explorer_v1.1.zip May 28, 2025 - Extended Visual Analysis System for Scene-Graph-Based Visual Question Answering Unknown - 2.7 MB - MD5: dcfd845bd702ec32c9a1f535055851d4
Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections" May 27, 2024 Munz-Körner, Tanja; Weiskopf, Daniel, 2024, "Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections"", https://doi.org/10.18419/DARUS-3965, DaRUS, V1 Supplemental material for our paper "Exploring visual quality of multidimensional time series projections": A video demonstrating the interactive use of our exploration system. A table containing publications using dimensionality reduction on multidimensional time series to project them to 2D for visualization and exploration. A file containing ima...
images.pdf May 27, 2024 - Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections" Adobe PDF - 37.9 MB - MD5: 1d4af951d70a21be9e427b7a85b49645 A file containing images illustrating the data used in section 5.2. (Simulation Data: Kármán Vortex Street) and section 5.3. (Real Footage: Hurricane Dorian Timelapse).
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).

Extended Visual Analysis System for Scene-Graph-Based Visual Question Answering

May 28, 2025

Schäfer, Noel; Künzel, Sebastian; Tilli, Pascal; Munz-Körner, Tanja; Vidyapu, Sandeep; Vu, Ngoc Thang; Weiskopf, Daniel, 2025, "Extended Visual Analysis System for Scene-Graph-Based Visual Question Answering", https://doi.org/10.18419/DARUS-3909, DaRUS, V1

Source code of our extended visual analysis system to explore scene-graph-based visual question answering. This approach is built on top of the state-of-the-art GraphVQA framework which was trained on the GQA dataset. Additionally, it is an improved version of our system that can be found here Instructions on how to use our system can be found in t...

GraphVQA-Explorer_v1.1.zip

May 28, 2025 - Extended Visual Analysis System for Scene-Graph-Based Visual Question Answering

Unknown - 2.7 MB -

Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections"

May 27, 2024

Munz-Körner, Tanja; Weiskopf, Daniel, 2024, "Supplemental Material for "Exploring Visual Quality of Multidimensional Time Series Projections"", https://doi.org/10.18419/DARUS-3965, DaRUS, V1

Supplemental material for our paper "Exploring visual quality of multidimensional time series projections": A video demonstrating the interactive use of our exploration system. A table containing publications using dimensionality reduction on multidimensional time series to project them to 2D for visualization and exploration. A file containing ima...

images.pdf

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

Adobe PDF - 37.9 MB -

A file containing images illustrating the data used in section 5.2. (Simulation Data: Kármán Vortex Street) and section 5.3. (Real Footage: Hurricane Dorian Timelapse).

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).

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