research
∙
06/18/2023
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data
Challenges drive the state-of-the-art of automated medical image analysi...
share
research
∙
05/15/2023
Towards Automated COVID-19 Presence and Severity Classification
COVID-19 presence classification and severity prediction via (3D) thorax...
research
∙
05/03/2023
GANonymization: A GAN-based Face Anonymization Framework for Preserving Emotional Expressions
In recent years, the increasing availability of personal data has raised...
research
∙
03/14/2023
ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario
We present a multi-modal stress dataset that uses digital job interviews...
research
∙
02/24/2023
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations
Counterfactual explanations are a common tool to explain artificial inte...
research
∙
01/23/2023
Wish You Were Here: Mental and Physiological Effects of Remote Music Collaboration in Mixed Reality
With face-to-face music collaboration being severely limited during the ...
research
∙
10/06/2022
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era
Speech is the fundamental mode of human communication, and its synthesis...
research
∙
09/28/2022
An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis
Affective speech analysis is an ongoing topic of research. A relatively ...
research
∙
07/19/2022
Alterfactual Explanations – The Relevance of Irrelevance for Explaining AI Systems
Explanation mechanisms from the field of Counterfactual Thinking are a w...
research
∙
06/08/2022
"GAN I hire you?" – A System for Personalized Virtual Job Interview Training
Job interviews are usually high-stakes social situations where professio...
research
∙
05/09/2022
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning
Visual inspection software has become a key factor in the manufacturing ...
research
∙
04/26/2022
Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks
Generative adversarial networks offer the possibility to generate decept...
research
∙
03/29/2022
VoiceMe: Personalized voice generation in TTS
Novel text-to-speech systems can generate entirely new voices that were ...
research
∙
08/19/2021
Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation
Virtual Reality (VR) games that feature physical activities have been sh...
research
∙
05/05/2021
Exploring emotional prototypes in a high dimensional TTS latent space
Recent TTS systems are able to generate prosodically varied and realisti...
research
∙
12/22/2020
This is not the Texture you are looking for! Introducing Novel Counterfactual Explanations for Non-Experts using Generative Adversarial Learning
With the ongoing rise of machine learning, the need for methods for expl...
research
∙
09/30/2020
