Zobrazeno 1 - 10
of 526
pro vyhledávání: '"Mueller, Philipp A."'
Autor:
Müller, Philipp, Balazia, Michal, Baur, Tobias, Dietz, Michael, Heimerl, Alexander, Penzkofer, Anna, Schiller, Dominik, Brémond, François, Alexandersson, Jan, André, Elisabeth, Bulling, Andreas
Estimating the momentary level of participant's engagement is an important prerequisite for assistive systems that support human interactions. Previous work has addressed this task in within-domain evaluation scenarios, i.e. training and testing on t
Externí odkaz:
http://arxiv.org/abs/2408.16625
Autor:
Müller, Philipp, Heimerl, Alexander, Hossain, Sayed Muddashir, Siegel, Lea, Alexandersson, Jan, Gebhard, Patrick, André, Elisabeth, Schneeberger, Tanja
Human emotions are often not expressed directly, but regulated according to internal processes and social display rules. For affective computing systems, an understanding of how users regulate their emotions can be highly useful, for example to provi
Externí odkaz:
http://arxiv.org/abs/2408.04420
Accurate utterance classification in motivational interviews is crucial to automatically understand the quality and dynamics of client-therapist interaction, and it can serve as a key input for systems mediating such interactions. Motivational interv
Externí odkaz:
http://arxiv.org/abs/2404.03312
Autor:
Don, Daksitha Withanage, Müller, Philipp, Nunnari, Fabrizio, André, Elisabeth, Gebhard, Patrick
Flexible and natural nonverbal reactions to human behavior remain a challenge for socially interactive agents (SIAs) that are predominantly animated using hand-crafted rules. While recently proposed machine learning based approaches to conversational
Externí odkaz:
http://arxiv.org/abs/2402.08079
Autor:
Rauhameri, Anton, Robiños, Angelo, Anttalainen, Osmo, Salpavaara, Timo, Rantala, Jussi, Surakka, Veikko, Kallio, Pasi, Vehkaoja, Antti, Müller, Philipp
Background: Classification of volatile organic compounds (VOCs) is of interest in many fields. Examples include but are not limited to medicine, detection of explosives, and food quality control. Measurements collected with electronic noses can be us
Externí odkaz:
http://arxiv.org/abs/2401.07066
Autor:
Iana, Andreea, Alam, Mehwish, Grote, Alexander, Nikolajevic, Nevena, Ludwig, Katharina, Müller, Philipp, Weinhardt, Christof, Paulheim, Heiko
News recommendation plays a critical role in shaping the public's worldviews through the way in which it filters and disseminates information about different topics. Given the crucial impact that media plays in opinion formation, especially for sensi
Externí odkaz:
http://arxiv.org/abs/2309.00550
Autor:
Müller, Philipp, Balazia, Michal, Baur, Tobias, Dietz, Michael, Heimerl, Alexander, Schiller, Dominik, Guermal, Mohammed, Thomas, Dominike, Brémond, François, Alexandersson, Jan, André, Elisabeth, Bulling, Andreas
Automatic analysis of human behaviour is a fundamental prerequisite for the creation of machines that can effectively interact with- and support humans in social interactions. In MultiMediate'23, we address two key human social behaviour analysis tas
Externí odkaz:
http://arxiv.org/abs/2308.08256
Autor:
Amer, Ahmed, Bhuvaneshwara, Chirag, Addluri, Gowtham K., Shaik, Mohammed M., Bonde, Vedant, Müller, Philipp
Listeners use short interjections, so-called backchannels, to signify attention or express agreement. The automatic analysis of this behavior is of key importance for human conversation analysis and interactive conversational agents. Current state-of
Externí odkaz:
http://arxiv.org/abs/2306.01656
Autor:
Müller, Philipp
The K Nearest Neighbors (KNN) classifier is widely used in many fields such as fingerprint-based localization or medicine. It determines the class membership of unlabelled sample based on the class memberships of the K labelled samples, the so-called
Externí odkaz:
http://arxiv.org/abs/2304.10151
Human behavior understanding requires looking at minute details in the large context of a scene containing multiple input modalities. It is necessary as it allows the design of more human-like machines. While transformer approaches have shown great i
Externí odkaz:
http://arxiv.org/abs/2212.03968