4 papers
Controlled Face Manipulation and Synthesis for Data Augmentation
Joris Kirchner, Amogh Gudi, Marian Bittner +1
Deep learning vision models excel with abundant supervision, but many applications face label scarcity and class imbalance. Controllable image editing can augment scarce labeled da…
MindForge: Empowering Embodied Agents with Theory of Mind for Lifelong Cultural Learning
Mircea LicÄ, Ojas Shirekar, Baptiste Colle +1
Embodied agents powered by large language models (LLMs), such as Voyager, promise open-ended competence in worlds such as Minecraft. However, when powered by open-weight LLMs they…
Multimodal Quantitative Measures for Multiparty Behaviour Evaluation
Ojas Shirekar, Wim Pouw, Chenxu Hao +3
Digital humans are emerging as autonomous agents in multiparty interactions, yet existing evaluation metrics largely ignore contextual coordination dynamics. We introduce a unified…
Indeterminacy in Affective Computing: Considering Meaning and Context in Data Collection Practices
Bernd Dudzik, Tiffany Matej Hrkalovic, Chenxu Hao +2
Automatic Affect Prediction (AAP) uses computational analysis of input data such as text, speech, images, and physiological signals to predict various affective phenomena (e.g., em…