Cover Image

Learning Noise-Robust Joint Representation for Multimodal Emotion Recognition under Incomplete Data Scenarios

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fan, Qi, Zuo, Haolin, Liu, Rui, Lian, Zheng, Gao, Guanglai
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Leveraging Retrieval Augment Approach for Multimodal Emotion Recognition Under Missing Modalities
by: Fan, Qi, et al.
Published: (2024)

A Robust Incomplete Multimodal Low-Rank Adaptation Approach for Emotion Recognition
by: Zhao, Xinkui, et al.
Published: (2025)

RoHyDR: Robust Hybrid Diffusion Recovery for Incomplete Multimodal Emotion Recognition
by: Jin, Yuehan, et al.
Published: (2025)

Federated Dialogue-Semantic Diffusion for Emotion Recognition under Incomplete Modalities
by: Qiu, Xihang, et al.
Published: (2025)

Cross-modal Prompting for Balanced Incomplete Multi-modal Emotion Recognition
by: He, Wen-Jue, et al.
Published: (2025)

Towards Robust and Realible Multimodal Misinformation Recognition with Incomplete Modality
by: Zhou, Hengyang, et al.
Published: (2025)

Multi-Masked Querying Network for Robust Emotion Recognition from Incomplete Multi-Modal Physiological Signals
by: Xu, Geng-Xin, et al.
Published: (2025)

Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
by: Li, Mingcheng, et al.
Published: (2024)

Beyond Viewpoint: Robust 3D Object Recognition under Arbitrary Views through Joint Multi-Part Representation
by: Fan, Linlong, et al.
Published: (2024)

Progressive Representation Learning for Multimodal Sentiment Analysis with Incomplete Modalities
by: Bao, Jindi, et al.
Published: (2026)

Hardness-Aware Dynamic Curriculum Learning for Robust Multimodal Emotion Recognition with Missing Modalities
by: Liu, Rui, et al.
Published: (2025)

Feature-Based Dual Visual Feature Extraction Model for Compound Multimodal Emotion Recognition
by: Liu, Ran, et al.
Published: (2025)

EEG-based Multimodal Representation Learning for Emotion Recognition
by: Yin, Kang, et al.
Published: (2024)

MCDubber: Multimodal Context-Aware Expressive Video Dubbing
by: Zhao, Yuan, et al.
Published: (2024)

MGML: A Plug-and-Play Meta-Guided Multi-Modal Learning Framework for Incomplete Multimodal Brain Tumor Segmentation
by: Zou, Yulong, et al.
Published: (2025)

A Trustworthy Method for Multimodal Emotion Recognition
by: Xue, Junxiao, et al.
Published: (2025)

TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
by: Du, Siyi, et al.
Published: (2024)

Patch as Node: Human-Centric Graph Representation Learning for Multimodal Action Recognition
by: Liang, Zeyu, et al.
Published: (2025)

SMV-EAR: Bring Spatiotemporal Multi-View Representation Learning into Efficient Event-Based Action Recognition
by: Fan, Rui, et al.
Published: (2026)

Joint Multimodal Transformer for Emotion Recognition in the Wild
by: Waligora, Paul, et al.
Published: (2024)

Learning Transferable Facial Emotion Representations from Large-Scale Semantically Rich Captions
by: Sun, Licai, et al.
Published: (2025)

Memory-Augmented Incomplete Multimodal Survival Prediction via Cross-Slide and Gene-Attentive Hypergraph Learning
by: Qu, Mingcheng, et al.
Published: (2025)

GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition
by: Lian, Zheng, et al.
Published: (2023)

DEEMO: De-identity Multimodal Emotion Recognition and Reasoning
by: Li, Deng, et al.
Published: (2025)

TiCAL:Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition
by: Yin, Wen, et al.
Published: (2025)

Temporal Label Hierachical Network for Compound Emotion Recognition
by: Li, Sunan, et al.
Published: (2024)

Towards Robust Multimodal Emotion Recognition under Missing Modalities and Distribution Shifts
by: Zhong, Guowei, et al.
Published: (2025)

EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness
by: Sun, Yueru, et al.
Published: (2026)

Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning
by: Lang, Jian, et al.
Published: (2025)

BasketHAR: A Multimodal Dataset for Human Activity Recognition and Sport Analysis in Basketball Training Scenarios
by: Gao, Xian, et al.
Published: (2026)

Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature Disentanglement
by: Bai, Long, et al.
Published: (2025)

ICANet: A Method of Short Video Emotion Recognition Driven by Multimodal Data
by: Wu, Xuecheng, et al.
Published: (2022)

Decoupled Hierarchical Distillation for Multimodal Emotion Recognition
by: Li, Yong, et al.
Published: (2026)

Leveraging CLIP Encoder for Multimodal Emotion Recognition
by: Song, Yehun, et al.
Published: (2025)

Hierarchically Decoupled Mixture-of-Experts for Robust Traffic Sign Recognition in Complex Driving Scenarios
by: Wang, Mingxiao, et al.
Published: (2026)

One-stage Modality Distillation for Incomplete Multimodal Learning
by: Wei, Shicai, et al.
Published: (2023)

Cross-domain EEG-based Emotion Recognition with Contrastive Learning
by: Yan, Rui, et al.
Published: (2025)

A Multimodal Fusion Network For Student Emotion Recognition Based on Transformer and Tensor Product
by: Xiang, Ao, et al.
Published: (2024)

Text to Image for Multi-Label Image Recognition with Joint Prompt-Adapter Learning
by: Feng, Chun-Mei, et al.
Published: (2025)

Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis
by: Liu, Chengzhi, et al.
Published: (2025)