Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data

27 July 2018

Papers citing "Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data"

26 / 26 papers shown

Title
Efficient Prompting for Continual Adaptation to Missing Modalities Zirun Guo Shulei Wang Wang Lin Weicai Yan Yangyang Wu Tao Jin CLL VLM 69 3 0 01 Mar 2025
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning Mingxing Li Dingkang Yang Yongxu Liu Shunli Wang Jiawei Chen ... Xiaolu Hou Mingyang Sun Ziyun Qian Dongliang Kou Li Zhang 37 1 0 05 Nov 2024
Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective Guimin Hu Yi Xin Weimin Lyu Haojian Huang Chang Sun Zehan Zhu Lin Gui Ruichu Cai Erik Cambria Hasti Seifi 37 5 0 11 Sep 2024
Enhancing Emotion Recognition in Incomplete Data: A Novel Cross-Modal Alignment, Reconstruction, and Refinement Framework Haoqin Sun Shiwan Zhao Shaokai Li Xiangyu Kong Xuechen Wang Aobo Kong Jiaming Zhou Yong Chen Wenjia Zeng Yong Qin 29 1 0 12 Jul 2024
Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition Zirun Guo Tao Jin Zhou Zhao 34 9 0 07 Jul 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities Mingcheng Li Dingkang Yang Xiao Zhao Shuai Wang Yan Wang Kun Yang Mingyang Sun Dongliang Kou Ziyun Qian Lihua Zhang 46 8 0 25 Apr 2024
Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection Pramit Saha Divyanshu Mishra Felix Wagner Konstantinos Kamnitsas J. A. Noble 40 5 0 07 Feb 2024
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 46 5 0 26 Dec 2023
RedCore: Relative Advantage Aware Cross-modal Representation Learning for Missing Modalities with Imbalanced Missing Rates Junyang Sun Xinxin Zhang Shoukang Han Yunjie Ruan Taihao Li 38 5 0 16 Dec 2023
Learning Noise-Robust Joint Representation for Multimodal Emotion Recognition under Incomplete Data Scenarios Qi Fan Haolin Zuo Rui Liu Zheng Lian Beijing 28 2 0 21 Sep 2023
MACO: A Modality Adversarial and Contrastive Framework for Modality-missing Multi-modal Knowledge Graph Completion Yichi Zhang Zhuo Chen Wen Zhang 31 4 0 13 Aug 2023
Inconsistent Matters: A Knowledge-guided Dual-consistency Network for Multi-modal Rumor Detection Mengzhu Sun Xi Zhang Jianqiang Ma Sihong Xie Yazheng Liu Mohit Bansal 28 32 0 03 Jun 2023
From the Lab to the Wild: Affect Modeling via Privileged Information Konstantinos Makantasis Kosmas Pinitas Antonios Liapis Georgios N. Yannakakis 27 9 0 18 May 2023
Robust Multimodal Fusion for Human Activity Recognition Sanju Xaviar Xin Yang Omid Ardakanian HAI 29 5 0 08 Mar 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 32 16 0 08 Feb 2023
Exploiting modality-invariant feature for robust multimodal emotion recognition with missing modalities Haolin Zuo Rui Liu Jinming Zhao Guanglai Gao Haizhou Li 59 29 0 27 Oct 2022
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity Kaicheng Fu Changde Du Shengpei Wang Huiguang He 19 5 0 26 Oct 2022
M2R2: Missing-Modality Robust emotion Recognition framework with iterative data augmentation Ning Wang 28 13 0 05 May 2022
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities Jiandian Zeng Tianyi Liu Jiantao Zhou 14 58 0 28 Apr 2022
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation Zheng Lian Lang Chen Guoying Zhao B. Liu J. Tao 27 83 0 04 Mar 2022
Discriminative Multimodal Learning via Conditional Priors in Generative Models R. A. Mancisidor Michael C. Kampffmeyer K. Aas Robert Jenssen GAN 30 5 0 09 Oct 2021
Maximum Likelihood Estimation for Multimodal Learning with Missing Modality Fei Ma Xiangxiang Xu Shao-Lun Huang Lin Zhang 29 11 0 24 Aug 2021
MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions Penghua Zhai Huaiwei Cong Gangming Zhao Chaowei Fang Jinpeng Li Ting Cai Huiguang He 27 10 0 17 Aug 2021
HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities Jiayi Chen Aidong Zhang 22 15 0 17 May 2021
Semi-supervised Multi-modal Emotion Recognition with Cross-Modal Distribution Matching Jingjun Liang Ruichen Li Qin Jin 27 55 0 05 Sep 2020
A Concise yet Effective model for Non-Aligned Incomplete Multi-view and Missing Multi-label Learning Xiang Li Songcan Chen 36 49 0 03 May 2020