Michal Muszynski

36 papers A* 1B 13C 2Journal 12Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ecological mapping with geospatial foundation models. CoRR Craig Mahlasi, Gciniwe S. Baloyi, Zaheed Gaffoor, Levente J. Klein, Anne Jones, Etienne Eben Vos, Michal Muszynski, Geoffrey Dawson, Campbell D. Watson
2025	B	`conf`	HRAI 2025: The 1st Workshop on Holistic and Responsible Affective Intelligence. ICMI Yuanchao Li, Dimitrios Kollias, Guillaume Chanel, Marios A. Fanourakis, Michal Muszynski, Brandon M. Booth, Leimin Tian, Madhawa Perera, Catherine Lai, Huili Chen
2024	J	`jnl`	Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation. CoRR 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
2023	B	`conf`	4th International Workshop on Multimodal Affect and Aesthetic Experience. ICMI Michal Muszynski, Theodoros Kostoulas, Leimin Tian, Edgar Roman-Rangel, Theodora Chaspari, Panos Amelidis
2023	B	`conf`	Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity. ICMI 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
2023	J	`jnl`	Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events. IEEE Geosci. Remote. Sens. Lett. Maciel Zortea, Michal Muszynski, Paolo Fraccaro, Jonas Weiss
2023	J	`jnl`	Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR 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
2023	C	`conf`	Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation. IGARSS Johannes Jakubik, Michal Muszynski, Michael Vössing, Niklas Kühl, Thomas Brunschwiler
2023	J	`jnl`	Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation. CoRR Johannes Jakubik, Michal Muszynski, Michael Vössing, Niklas Kühl, Thomas Brunschwiler
2022	—	`conf`	A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines. ISOEN Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch
2022	J	`jnl`	A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines. CoRR Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch
2022	—	`book`	Applied Affective Computing Leimin Tian, Sharon L. Oviatt, Michal Muszynski, Brent C. Chamberlain, Jennifer Healey, Akane Sano
2022	—	`conf`	Cough Diary based on Sound Classification, Source Validation and Event Detection. ICHI Michal Muszynski, Jeffrey Okyere, Ruchi Mahindru, Thomas Brunschwiler
2022	—	`conf`	Feature importance methods unveiling the cross-sensitive response of an integrated sensor array to quantify major cations in drinking water. IEEE SENSORS Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch
2022	B	`conf`	Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters? IEEE Big Data Michal Muszynski, Tobias Hölzer, Jonas R. M. Weiss, Paolo Fraccaro, Maciel Zortea, Thomas Brunschwiler
2022	—	`conf`	Impact of aesthetic movie highlights on semantics and emotions: a preliminary analysis. ICMI Companion Michal Muszynski, Elenor Morgenroth, Laura Vilaclara, Dimitri Van De Ville, Patrik Vuilleumier
2022	—	`conf`	Live Demonstration: An AI-assisted e-tongue for fast and portable fingerprinting of liquids. IEEE SENSORS Michal Muszynski, Gianmarco Gabrieli, Lukas Zimmerli, Yuksel Temiz, Ralph Heller, Aaron Cox, Keiji Matsumoto, Kitahiro Kaneda, Patrick W. Ruch
2022	B	`conf`	Multimodal Affect and Aesthetic Experience. ICMI Theodoros Kostoulas, Michal Muszynski, Leimin Tian, Edgar Roman-Rangel, Theodora Chaspari, Panos Amelidis
2022	C	`conf`	Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods. IGARSS Maciel Zortea, Paolo Fraccaro, Thomas Brunschwiler, Michal Muszynski, Jonas R. M. Weiss
2021	—	`conf`	Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. ACL/IJCNLP (1) Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	J	`jnl`	Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. CoRR Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	B	`conf`	Multimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling? IVA Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency
2021	J	`jnl`	Recognizing Induced Emotions of Movie Audiences from Multimodal Information. IEEE Trans. Affect. Comput. Michal Muszynski, Leimin Tian, Catherine Lai, Johanna D. Moore, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel
2021	B	`conf`	Workshop on Multimodal Affect and Aesthetic Experience. ICMI Michal Muszynski, Edgar Roman-Rangel, Leimin Tian, Theodoros Kostoulas, Theodora Chaspari, Panos Amelidis
2020	B	`conf`	Can Prediction of Turn-management Willingness Improve Turn-changing Modeling? IVA Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency
2020	B	`conf`	Depression Severity Assessment for Adolescents at High Risk of Mental Disorders. ICMI Michal Muszynski, Jamie Zelazny, Jeffrey M. Girard, Louis-Philippe Morency
2020	B	`conf`	Multimodal Affect and Aesthetic Experience. ICMI Theodoros Kostoulas, Michal Muszynski, Theodora Chaspari, Panos Amelidis
2020	J	`jnl`	Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study. CoRR Terrance Liu, Paul Pu Liang, Michal Muszynski, Ryo Ishii, David Brent, Randy Auerbach, Nicholas B. Allen, Louis-Philippe Morency
2018	J	`jnl`	Aesthetic Highlight Detection in Movies Based on Synchronization of Spectators' Reactions. ACM Trans. Multim. Comput. Commun. Appl. Michal Muszynski, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel
2017	J	`jnl`	Films, Affective Computing and Aesthetic Experience: Identifying Emotional and Aesthetic Highlights from Multimodal Signals in a Social Setting. Frontiers ICT Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun
2017	B	`conf`	Recognizing induced emotions of movie audiences: Are induced and perceived emotions the same? ACII Leimin Tian, Michal Muszynski, Catherine Lai, Johanna D. Moore, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel
2016	A*	`conf`	Synchronization among Groups of Spectators for Highlight Detection in Movies. ACM Multimedia Michal Muszynski, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel
2015	—	`conf`	Dynamic Time Warping of Multimodal Signals for Detecting Highlights in Movies. INTERPERSONAL@ICMI Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun
2015	B	`conf`	Identifying aesthetic highlights in movies from clustering of physiological and behavioral signals. QoMEX Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun
2015	B	`conf`	Spectators' Synchronization Detection based on Manifold Representation of Physiological Signals: Application to Movie Highlights Detection. ICMI Michal Muszynski, Theodoros Kostoulas, Guillaume Chanel, Patrizia Lombardo, Thierry Pun
2014	J	`jnl`	Data mining methods for gene selection on the basis of gene expression arrays. Int. J. Appl. Math. Comput. Sci. Michal Muszynski, Stanislaw Osowski