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MuSe@ACM Multimedia 2024: Melbourne, VIC, Australia

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Shahin Amiriparian, Lukas Christ, Simone Eulitz, Andreas König, Erik Cambria, Björn W. Schuller:
Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, MuSe2024, Melbourne, VIC, Australia, 28 October 2024- 1 November 2024. ACM 2024, ISBN 979-8-4007-1199-2
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Shahin Amiriparian, Lukas Christ, Alexander Kathan, Maurice Gerczuk, Niklas Müller, Steffen Klug, Lukas Stappen, Andreas König, Erik Cambria, Björn W. Schuller, Simone Eulitz:
The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition. 1-9
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  - conf/muse/ChristA0ECS24
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Lukas Christ, Shahin Amiriparian, Andreas König, Simone Eulitz, Erik Cambria, Björn W. Schuller:
MuSe '24: The 5th Multimodal Sentiment Analysis Challenge and Workshop: Social Perception & Humor. 10-11
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  - conf/muse/LimYYKKSK24
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Eunchae Lim, Hyeon-Ji Yang, Hyung-Jeong Yang, Soo-Hyung Kim, Seungwon Kim, Ji-Eun Shin, Aera Kim:
Modality Weights Based Fusion Model for Social Perception Prediction in Video, Audio, and Text. 12-19
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  - conf/muse/Martin-Fernandez24
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Iván Martín-Fernández, Sergio Esteban Romero, Jaime Bellver-Soler, Fernando Fernández Martínez, Manuel Gil-Martín:
Larger Encoders, Smaller Regressors: Exploring Label Dimensionality Reduction and Multimodal Large Language Models as Feature Extractors for Predicting Social Perception. 20-27
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  - conf/muse/Atmaja24
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Bagus Tris Atmaja:
Feature-wise Optimization and Performance-weighted Multimodal Fusion for Social Perception Recognition. 28-35
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Ankit Kumar Singh, Ganghyun Kim, Jaeheon Kim, Ho-min Park, Bong Jun Choi, Wesley De Neve:
Exploring Multimodal Approaches and Fusion Methods for CEO Social Attribute Prediction in 2024 MuSe-Perception. 36-44
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  - conf/muse/RomeroMGBCM24
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Sergio Esteban Romero, Iván Martín-Fernández, Manuel Gil-Martín, David Griol Barres, Zoraida Callejas Carrión, Fernando Fernández Martínez:
LLM-Driven Multimodal Fusion for Human Perception Analysis. 45-51
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  - conf/muse/WenYCSXSLLZZ024
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Zhuofan Wen, Hailiang Yao, Shun Chen, Haiyang Sun, Mingyu Xu, Licai Sun, Zheng Lian, Bin Liu, Fengyu Zhang, Siyuan Zhang, Jianhua Tao:
Social Perception Prediction for MuSe 2024: Joint Learning of Multiple Perceptions. 52-59
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Mehedi Hasan Bijoy, Dejan Porjazovski, Nhan Phan, Guangpu Huang, Tamás Grósz, Mikko Kurimo:
Multimodal Humor Detection and Social Perception Prediction. 60-64
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Yangyang Xu, Peng Zou, Rui Wang, Qi Li, Chengpeng Xu, Zhuoer Zhao, Xun Yang, Xiao Sun, Dan Guo, Meng Wang:
AMTN: Attention-Enhanced Multimodal Temporal Network for Humor Detection. 65-69
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Shun Chen, Hailiang Yao, Mingyu Xu, Zhuofan Wen, Haiyang Sun, Licai Sun, Zheng Lian, Bin Liu, Fengyu Zhang, Siyuan Zhang, Jianhua Tao:
DPP: A Dual-Phase Processing Method for Cross-Cultural Humor Detection. 70-78

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