Michal Muszynski

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 32

Top Topics

Multimodal Information

Event Detection

Affective Computing

Top Venues

Publications

Michal Muszynski, Levente 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
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation. CoRR (2024)
Michal Muszynski, Theodoros Kostoulas, Leimin Tian, Edgar Roman-Rangel, Theodora Chaspari, Panos Amelidis
4th International Workshop on Multimodal Affect and Aesthetic Experience. ICMI (2023)
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
Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR (2023)
Johannes Jakubik, Michal Muszynski, Michael Vössing, Niklas Kühl, Thomas Brunschwiler
Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation. CoRR (2023)
Zixuan Xiao, Michal Muszynski, Ricards Marcinkevics, Lukas Zimmerli, Adam Daniel Ivankay, Dario Kohlbrenner, Manuel Kuhn, Yves Nordmann, Ulrich Muehlner, Christian Clarenbach, Julia E. Vogt, Thomas Brunschwiler
Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity. ICMI (2023)
Maciel Zortea, Michal Muszynski, Paolo Fraccaro, Jonas Weiss
Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Johannes Jakubik, Michal Muszynski, Michael Vössing, Niklas Kühl, Thomas Brunschwiler
Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation. IGARSS (2023)
Michal Muszynski, Jeffrey Okyere, Ruchi Mahindru, Thomas Brunschwiler
Cough Diary based on Sound Classification, Source Validation and Event Detection. ICHI (2022)
Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch
A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines. CoRR (2022)
Michal Muszynski, Elenor Morgenroth, Laura Vilaclara, Dimitri Van De Ville, Patrik Vuilleumier
Impact of aesthetic movie highlights on semantics and emotions: a preliminary analysis. ICMI Companion (2022)
Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch
A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines. ISOEN (2022)
Michal Muszynski, Tobias Hölzer, Jonas Weiss, Paolo Fraccaro, Maciel Zortea, Thomas Brunschwiler
Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters? Big Data (2022)
Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch
Feature importance methods unveiling the cross-sensitive response of an integrated sensor array to quantify major cations in drinking water. IEEE SENSORS (2022)
Theodoros Kostoulas, Michal Muszynski, Leimin Tian, Edgar Roman-Rangel, Theodora Chaspari, Panos Amelidis
Multimodal Affect and Aesthetic Experience. ICMI (2022)
Michal Muszynski, Gianmarco Gabrieli, Lukas Zimmerli, Yuksel Temiz, Ralph Heller, Aaron Cox, Keiji Matsumoto, Kitahiro Kaneda, Patrick W. Ruch
Live Demonstration: An AI-assisted e-tongue for fast and portable fingerprinting of liquids. IEEE SENSORS (2022)
Maciel Zortea, Paolo Fraccaro, Thomas Brunschwiler, Michal Muszynski, Jonas R. M. Weiss
Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods. IGARSS (2022)
Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. ACL/IJCNLP (1) (2021)
Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency
Multimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling? IVA (2021)
Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. CoRR (2021)
Michal Muszynski, Edgar Roman-Rangel, Leimin Tian, Theodoros Kostoulas, Theodora Chaspari, Panos Amelidis
Workshop on Multimodal Affect and Aesthetic Experience. ICMI (2021)
Michal Muszynski, Leimin Tian, Catherine Lai, Johanna D. Moore, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel
Recognizing Induced Emotions of Movie Audiences from Multimodal Information. IEEE Trans. Affect. Comput. 12 (1) (2021)
Terrance Liu, Paul Pu Liang, Michal Muszynski, Ryo Ishii, David Brent, Randy Auerbach, Nicholas Allen, Louis-Philippe Morency
Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study. CoRR (2020)
Theodoros Kostoulas, Michal Muszynski, Theodora Chaspari, Panos Amelidis
Multimodal Affect and Aesthetic Experience. ICMI (2020)
Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency
Can Prediction of Turn-management Willingness Improve Turn-changing Modeling? IVA (2020)
Michal Muszynski, Jamie Zelazny, Jeffrey M. Girard, Louis-Philippe Morency
Depression Severity Assessment for Adolescents at High Risk of Mental Disorders. ICMI (2020)
Michal Muszynski, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel
Aesthetic Highlight Detection in Movies Based on Synchronization of Spectators' Reactions. ACM Trans. Multim. Comput. Commun. Appl. 14 (3) (2018)
Leimin Tian, Michal Muszynski, Catherine Lai, Johanna D. Moore, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel
Recognizing induced emotions of movie audiences: Are induced and perceived emotions the same? ACII (2017)
Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun
Films, Affective Computing and Aesthetic Experience: Identifying Emotional and Aesthetic Highlights from Multimodal Signals in a Social Setting. Frontiers ICT 4 (2017)
Michal Muszynski, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel
Synchronization among Groups of Spectators for Highlight Detection in Movies. ACM Multimedia (2016)
Michal Muszynski, Theodoros Kostoulas, Guillaume Chanel, Patrizia Lombardo, Thierry Pun
Spectators' Synchronization Detection based on Manifold Representation of Physiological Signals: Application to Movie Highlights Detection. ICMI (2015)
Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun
Identifying aesthetic highlights in movies from clustering of physiological and behavioral signals. QoMEX (2015)
Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun
Dynamic Time Warping of Multimodal Signals for Detecting Highlights in Movies. INTERPERSONAL@ICMI (2015)
Michal Muszynski, Stanislaw Osowski
Data mining methods for gene selection on the basis of gene expression arrays. Int. J. Appl. Math. Comput. Sci. 24 (3) (2014)