Research graph
References from Robust multimodal emotion recognition under incomplete modalities via transformer conditional variational autoencoders. Local targets link to admitted publications; unresolved targets remain external evidence.
Towards robust sentiment analysis with multimodal interaction graph and hybrid contrastive learning
10.1016/j.patcog.2025.111870 · 2026 · External reference
UEFN: Efficient uncertainty estimation fusion network for reliable multimodal sentiment analysis
10.1007/s10489-024-06113-6 · 2025 · External reference
10.26599/bdma.2025.9020110 · 2026 · Admitted local publication
DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
2026 · External reference
Text-guided multi-level interaction and multi-scale spatial-memory fusion for multimodal sentiment analysis
10.1016/j.neucom.2025.129532 · 2025 · External reference
Online classroom student engagement analysis based on facial expression recognition using enhanced YOLOv5 for mitigating cyberbullying
2024 · External reference
Deep Multimodal Data Fusion
2024 · External reference
Tensor fusion network for multimodal sentiment analysis
2017 · External reference
BAFN: Bi-direction attention based fusion network for multimodal sentiment analysis
10.1109/tcsvt.2022.3218018 · 2023 · External reference
Multi-modal Sentiment Analysis: Addressing Modality Loss and Alignment Issues
2025 · External reference
A systematic literature review on incomplete multimodal learning: techniques and challenges
2025 · External reference
A review of multimodal-based emotion recognition techniques for cyberbullying detection in online social media platforms
10.1007/s00521-024-10371-3 · 2024 · External reference
Unresolved reference
2021 · External reference
Exploiting modality-invariant feature for robust multimodal emotion recognition with missing modalities
2023 · External reference
Found in translation: Learning robust joint representations by cyclic translations between modalities
2019 · External reference
CM-GAN: A cross-modal generative adversarial network for imputing completely missing data in digital industry
10.1109/tnnls.2023.3284666 · 2024 · External reference
Gcnet: Graph completion network for incomplete multimodal learning in conversation
2023 · External reference
Towards robust multimodal sentiment analysis with incomplete data
10.52202/079017-1779 · 2024 · External reference
Noise imitation based adversarial training for robust multimodal sentiment analysis
10.1109/tmm.2023.3267882 · 2024 · External reference
Probabilistic forecasting with VAR-VAE: Advancing time series forecasting under uncertainty
10.1016/j.ins.2025.122184 · 2025 · External reference
A novel self-training framework for semi-supervised soft sensor modeling based on indeterminate variational autoencoder
10.1016/j.ins.2024.121565 · 2025 · External reference
Gradient-Guided Modality Decoupling for Missing-Modality Robustness
2024 · External reference
ROSA: A Robust Self-Adaptive Model for Multimodal Emotion Recognition With Uncertain Missing Modalities
10.1109/tmm.2025.3590929 · 2025 · External reference
Modality translation-based multimodal sentiment analysis under uncertain missing modalities
10.1016/j.inffus.2023.101973 · 2024 · External reference
Similar modality completion-based multimodal sentiment analysis under uncertain missing modalities
10.1016/j.inffus.2024.102454 · 2024 · External reference
10.1561/2200000056 · 2019 · Admitted local publication
Cross-modal variational alignment of latent spaces
2020 · External reference
Disentangled variational autoencoder for emotion recognition in conversations
10.1109/taffc.2023.3280038 · 2024 · External reference
Is discourse role important for emotion recognition in conversation?
2022 · External reference
A novel transformer autoencoder for multi-modal emotion recognition with incomplete data
10.1016/j.neunet.2024.106111 · 2024 · External reference
Cross-Modal Information Recovery and Enhancement Using Multiple-Input–Multiple-Output Variational Autoencoder
10.1109/jiot.2024.3396401 · 2024 · External reference
Contrastive Learning Based Modality-Invariant Feature Acquisition for Robust Multimodal Emotion Recognition With Missing Modalities
10.1109/taffc.2024.3378570 · 2024 · External reference
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition
10.1109/jas.2022.105515 · 2022 · External reference
Generating emotional response by conditional variational auto-encoder in open-domain dialogue system
10.1016/j.neucom.2021.07.007 · 2021 · External reference
Multimodal Emotion Recognition with Missing Modality via a Unified Multi-task Pre-training Framework
2025 · External reference
Bridging the gaps: A hierarchical distillation approach to multimodal sentiment analysis with missing modalities
10.1016/j.inffus.2025.103838 · 2026 · External reference
Training Strategies to Handle Missing Modalities for Audio-Visual Expression Recognition
2020 · External reference
Estimation of missing values in heterogeneous traffic data: Application of multimodal deep learning model
10.1016/j.knosys.2020.105592 · 2020 · External reference
Disease-Image-Specific Learning for Diagnosis-Oriented Neuroimage Synthesis with Incomplete Multi-Modality Data
10.1109/tpami.2021.3091214 · 2022 · External reference
Adaptive Transformer-Based Conditioned Variational Autoencoder for Incomplete Social Event Classification
2022 · External reference
Deep Double Incomplete Multi-View Multi-Label Learning with Incomplete Labels and Missing Views
10.1109/tnnls.2023.3260349 · 2024 · External reference
On the Unreasonable Effectiveness of Feature Propagation in Learning on Graphs with Missing Node Features
2022 · External reference
Implicit Fusion by Joint Audiovisual Training for Emotion Recognition in Mono Modality
2019 · External reference
An Efficient Approach for Audio-Visual Emotion Recognition with Missing Labels and Missing Modalities
2021 · External reference
Multimodal transformer for unaligned multimodal language sequences
2019 · External reference
Advanced transformer model with fine-grained correlation fusion for multimodal emotion analysis
2024 · External reference
Improved contextual understanding and emotion detection in large-scale text data with hybrid deep learning models
2024 · External reference
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos
2016 · External reference
Multimodal language analysis in the wild: Cmu-mosei dataset and interpretable dynamic fusion graph
10.18653/v1/p18-1208 · 2018 · External reference
IEMOCAP: interactive emotional dyadic motion capture database. Lang Resour
2008 · External reference
COVAREP—A collaborative voice analysis repository for speech technologies
2014 · External reference
Opensmile: the munich versatile and fast open-source audio feature extractor
2010 · External reference
OpenFace 2.0: Facial Behavior Analysis Toolkit
2018 · External reference
Bert: Pre-training of deep bidirectional transformers for language understanding
2019 · External reference
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
2019 · External reference
Transformer-based Feature Reconstruction Network for Robust Multimodal Sentiment Analysis
2021 · External reference
