Michal Muszynski

According to our database, Michal Muszynski authored at least 31 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation.

Michal Muszynski, Levente J. Klein, Ademir Ferreira da Silva, Anjani Prasad Atluri, Carlos Gomes, Daniela Szwarcman, Gurkanwar Singh, Kewen Gu, Maciel Zortea, Naomi Simumba, Paolo Fraccaro, Shraddha Singh, Steve Meliksetian, Campbell D. Watson, Daiki Kimura, Harini Srinivasan

CoRR, 2024

2023

Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events.

Maciel Zortea, Michal Muszynski, Paolo Fraccaro, Jonas Weiss

IEEE Geosci. Remote. Sens. Lett., 2023

Foundation Models for Generalist Geospatial Artificial Intelligence.

Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran

CoRR, 2023

Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation.

Johannes Jakubik, Michal Muszynski, Michael Vössing, Niklas Kühl, Thomas Brunschwiler

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity.

Zixuan Xiao, Michal Muszynski, Ricards Marcinkevics, Lukas Zimmerli, Adam Daniel Ivankay, Dario Kohlbrenner, Manuel Kuhn, Yves Nordmann, Ulrich Muehlner, Christian F. Clarenbach, Julia E. Vogt, Thomas Brunschwiler

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

4th International Workshop on Multimodal Affect and Aesthetic Experience.

Michal Muszynski, Theodoros Kostoulas, Leimin Tian, Edgar Roman-Rangel, Theodora Chaspari, Panos Amelidis

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

2022

A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines.

Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods.

Maciel Zortea, Paolo Fraccaro, Thomas Brunschwiler, Michal Muszynski, Jonas R. M. Weiss

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Live Demonstration: An AI-assisted e-tongue for fast and portable fingerprinting of liquids.

Michal Muszynski, Gianmarco Gabrieli, Lukas Zimmerli, Yuksel Temiz, Ralph Heller, Aaron Cox, Keiji Matsumoto, Kitahiro Kaneda, Patrick W. Ruch

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Feature importance methods unveiling the cross-sensitive response of an integrated sensor array to quantify major cations in drinking water.

Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Impact of aesthetic movie highlights on semantics and emotions: a preliminary analysis.

Michal Muszynski, Elenor Morgenroth, Laura Vilaclara, Dimitri Van De Ville, Patrik Vuilleumier

Proceedings of the International Conference on Multimodal Interaction, 2022

Multimodal Affect and Aesthetic Experience.

Theodoros Kostoulas, Michal Muszynski, Leimin Tian, Edgar Roman-Rangel, Theodora Chaspari, Panos Amelidis

Proceedings of the International Conference on Multimodal Interaction, 2022

Cough Diary based on Sound Classification, Source Validation and Event Detection.

Michal Muszynski, Jeffrey Okyere, Ruchi Mahindru, Thomas Brunschwiler

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?

Michal Muszynski, Tobias Hölzer, Jonas R. M. Weiss, Paolo Fraccaro, Maciel Zortea, Thomas Brunschwiler

Proceedings of the IEEE International Conference on Big Data, 2022

Applied Affective Computing

Leimin Tian, Sharon L. Oviatt, Michal Muszynski, Brent C. Chamberlain, Jennifer Healey, Akane Sano

ACM Books 41, ACM, ISBN: 978-1-4503-9593-9, 2022

2021

Recognizing Induced Emotions of Movie Audiences from Multimodal Information.

Michal Muszynski, Leimin Tian, Catherine Lai, Johanna D. Moore, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel

IEEE Trans. Affect. Comput., 2021

Multimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling?

Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency

Proceedings of the IVA '21: ACM International Conference on Intelligent Virtual Agents, 2021

Workshop on Multimodal Affect and Aesthetic Experience.

Michal Muszynski, Edgar Roman-Rangel, Leimin Tian, Theodoros Kostoulas, Theodora Chaspari, Panos Amelidis

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data.

Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study.

Terrance Liu, Paul Pu Liang, Michal Muszynski, Ryo Ishii, David Brent, Randy Auerbach, Nicholas B. Allen, Louis-Philippe Morency

CoRR, 2020

Can Prediction of Turn-management Willingness Improve Turn-changing Modeling?

Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency

Proceedings of the IVA '20: ACM International Conference on Intelligent Virtual Agents, 2020

Depression Severity Assessment for Adolescents at High Risk of Mental Disorders.

Michal Muszynski, Jamie Zelazny, Jeffrey M. Girard, Louis-Philippe Morency

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Multimodal Affect and Aesthetic Experience.

Theodoros Kostoulas, Michal Muszynski, Theodora Chaspari, Panos Amelidis

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

2018

Aesthetic Highlight Detection in Movies Based on Synchronization of Spectators' Reactions.

Michal Muszynski, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel

ACM Trans. Multim. Comput. Commun. Appl., 2018

2017

Films, Affective Computing and Aesthetic Experience: Identifying Emotional and Aesthetic Highlights from Multimodal Signals in a Social Setting.

Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun

Frontiers ICT, 2017

Recognizing induced emotions of movie audiences: Are induced and perceived emotions the same?

Leimin Tian, Michal Muszynski, Catherine Lai, Johanna D. Moore, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016

Synchronization among Groups of Spectators for Highlight Detection in Movies.

Michal Muszynski, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

2015

Identifying aesthetic highlights in movies from clustering of physiological and behavioral signals.

Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun

Proceedings of the Seventh International Workshop on Quality of Multimedia Experience, 2015

Spectators' Synchronization Detection based on Manifold Representation of Physiological Signals: Application to Movie Highlights Detection.

Michal Muszynski, Theodoros Kostoulas, Guillaume Chanel, Patrizia Lombardo, Thierry Pun

Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Dynamic Time Warping of Multimodal Signals for Detecting Highlights in Movies.

Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun

Proceedings of the 1st Workshop on Modeling INTERPERsonal SynchrONy And infLuence, 2015

2014

Data mining methods for gene selection on the basis of gene expression arrays.

Michal Muszynski, Stanislaw Osowski

Int. J. Appl. Math. Comput. Sci., 2014