MMSP-P4: Multimodal Learning with Missing and Noisy Modalities
Poster
Tue, 5 May, 16:30 - 18:30
Location: Poster Area 20
Session Type: Poster
Session Chair: Jong-Seok Lee, Yonsei University
Track: Multimedia Signal Processing [MM]
Click the to view the manuscript on IEEE Xplore Open Preview
 

MMSP-P4.1: DSSR: DECOUPLING SALIENT AND SUBTLE REPRESENTATIONS UNDER MISSING MODALITIES FOR MULTIMODAL EMOTION RECOGNITION
Huan Zhao, Zhijie Yu, Yong Wei, Bo Li, Yingxue Gao, Hunan University, China
 

MMSP-P4.2: GRAPHPL: LEVERAGING GNN FOR EFFICIENT AND ROBUST MODALITIES IMPUTATION IN PATCHWORK LEARNING
Xingjian Hu, Peking University, China; Zuoyu Yan Yan, Cornell University, United States of America; Jianhua Zhu, Liangcai Gao, Peking University, China; Fei Wang, Cornell University, United States of America; Tengfei Ma, Stony Brook University, United States of America
 

MMSP-P4.3: FULL-TO-MISSING MODALITY KNOWLEDGE DISTILLATION FOR MULITMODAL 3D SEMANTIC SEGMENTATION
Xuqi Cai, Xin Ma, Yuansheng Song, Lixin Duan, Xincao Xu, Shaohua Wan, University of Electronic Science and Technology of China, China
 

MMSP-P4.4: CAMOD: CAUSAL-AWARE MODALITY DENOISING FOR MULTIMODAL DIALOGUE INTENT RECOGNITION
Jinlong Zhang, Bo Li, Xudong Liu, Beihang University, China
 

MMSP-P4.5: Navigating Modality Uncertainty: Modality-Interaction Enhanced Mixture-of-Experts for Multi-Modal Knowledge Graph Completion
Hanting Shen, Bin Chen, Zhangtao Cheng, Kaiju Li, Jia Chen, Ting Zhong, Fan Zhou, University of Electronic Science and Technology of China, China
 

MMSP-P4.6: FMTFUSE: EDGE FOURIER-ENHANCED MULTI-SCALE TRANSFORMER FOR MULTI-MODAL IMAGE FUSION
Ziyi Zhang, Jiangnan University, China; Tao Zhang, Central South University, China; Yabin Sun, Jiangnan University, China
 

MMSP-P4.7: CAF-MAMBA: MAMBA-BASED CROSS-MODAL ADAPTIVE ATTENTION FUSION FOR MULTIMODAL DEPRESSION DETECTION
Bowen Zhou, Marc-André Fiedler, Ayoub Al-Hamadi, Otto von Guericke University Magdeburg, Germany
 

MMSP-P4.8: Invariant Representation Guided Multimodal Sentiment Decoding with Sequential Variation Regularization
Guoyang Xu, Zhenxi Song, Junqi Xue, Yuxin Liu, Zirui Wang, Zhiguo Zhang, Harbin Institute of Technology, Shenzhen, China
 

MMSP-P4.9: CONTEXT-AWARE DYNAMIC GRAPH LEARNING FOR MULTIMODAL EMOTION RECOGNITION WITH MISSING MODALITIES
MIREE KIM, SUNYOUNG CHO, SOOKMYUNG WOMEN'S UNIVERSITY, Korea, Republic of
 

MMSP-P4.10: ABRACADDBRA: TOUCH-GUIDED OBJECT ADDITION BY DECOUPLING PLACEMENT AND EDITING SUBTASKS
Kunal Swami, Raghu Chittersu, Yuvraj Rathore, Rajeev Irny, Shashavali Doodekula, Alok Shukla, Samsung Research India Bangalore, India