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09/21/2023
Unveiling the Hidden Realm: Self-supervised Skeleton-based Action Recognition in Occluded Environments
To integrate action recognition methods into autonomous robotic systems,...
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05/15/2023
FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition
Domain adaptation is essential for activity recognition, as common spati...
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03/02/2023
MuscleMap: Towards Video-based Activated Muscle Group Estimation
In this paper, we tackle the new task of video-based Activated Muscle Gr...
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10/23/2022
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation
Although human action anticipation is a task which is inherently multi-m...
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08/19/2022
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization
Modality selection is an important step when designing multimodal system...
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08/03/2022
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living
Domain shifts, such as appearance changes, are a key challenge in real-w...
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04/10/2022
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding
Visual recognition inside the vehicle cabin leads to safer driving and m...
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04/10/2022
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates
Driver observation models are rarely deployed under perfect conditions. ...
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11/30/2021
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning
Human affect recognition is a well-established research area with numero...
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09/29/2021
preCICE v2: A Sustainable and User-Friendly Coupling Library
preCICE is a free/open-source coupling library. It enables creating part...
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07/12/2021
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games
Recognizing Activities of Daily Living (ADL) is a vital process for inte...
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08/28/2020
On the Performance of Bytecode Interpreters in Prolog
The semantics and the recursive execution model of Prolog make it very n...
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12/09/2019