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MuSe@ACM Multimedia 2024: Melbourne, VIC, Australia
- 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 - 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 - 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 - 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 - 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 - Bagus Tris Atmaja

:
Feature-wise Optimization and Performance-weighted Multimodal Fusion for Social Perception Recognition. 28-35 - 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 - 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 - 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 - Mehedi Hasan Bijoy

, Dejan Porjazovski
, Nhan Phan
, Guangpu Huang
, Tamás Grósz
, Mikko Kurimo
:
Multimodal Humor Detection and Social Perception Prediction. 60-64 - 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 - 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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