Image de couverture de livre

MIAR: Modality Interaction and Alignment Representation Fuison for Multimodal Emotion

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhu, Jichao, Yu, Jun
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Compound Expression Recognition via Multi Model Ensemble
par: Yu, Jun, et autres
Publié: (2024)

Enhancing Modal Fusion by Alignment and Label Matching for Multimodal Emotion Recognition
par: Li, Qifei, et autres
Publié: (2024)

Enhancing Multimodal Unified Representations for Cross Modal Generalization
par: Huang, Hai, et autres
Publié: (2024)

Multimodal Emotion Recognition with Vision-language Prompting and Modality Dropout
par: QI, Anbin, et autres
Publié: (2024)

Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations
par: Kim, Jeonghyeon, et autres
Publié: (2025)

Leveraging Retrieval Augment Approach for Multimodal Emotion Recognition Under Missing Modalities
par: Fan, Qi, et autres
Publié: (2024)

Multimodal Video Emotion Recognition with Reliable Reasoning Priors
par: Wang, Zhepeng, et autres
Publié: (2025)

Unsupervised Audio-Visual Segmentation with Modality Alignment
par: Bhosale, Swapnil, et autres
Publié: (2024)

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models
par: Yu, Xiaomin, et autres
Publié: (2026)

MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention
par: Wang, Tianyi, et autres
Publié: (2025)

Beyond CLIP: Knowledge-Enhanced Multimodal Transformers for Cross-Modal Alignment in Diabetic Retinopathy Diagnosis
par: Samanta, Argha Kamal, et autres
Publié: (2025)

Gramian Multimodal Representation Learning and Alignment
par: Cicchetti, Giordano, et autres
Publié: (2024)

Taxonomy-Aware Representation Alignment for Hierarchical Visual Recognition with Large Multimodal Models
par: He, Hulingxiao, et autres
Publié: (2026)

MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval
par: Ju, Yeong-Joon, et autres
Publié: (2024)

Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation
par: Liang, Yupu, et autres
Publié: (2025)

Multimodal Sentiment Analysis based on Multi-channel and Symmetric Mutual Promotion Feature Fusion
par: Zhu, Wangyuan, et autres
Publié: (2026)

Learning Relative Representations for Fine-Grained Multimodal Alignment with Limited Data
par: Kim, Shiwon, et autres
Publié: (2026)

Distill-then-prune: An Efficient Compression Framework for Real-time Stereo Matching Network on Edge Devices
par: Pan, Baiyu, et autres
Publié: (2024)

AttAnchor: Guiding Cross-Modal Token Alignment in VLMs with Attention Anchors
par: Zhang, Junyang, et autres
Publié: (2025)

A Novel Approach to for Multimodal Emotion Recognition : Multimodal semantic information fusion
par: Dai, Wei, et autres
Publié: (2025)

Uni-X: Mitigating Modality Conflict with a Two-End-Separated Architecture for Unified Multimodal Models
par: Hao, Jitai, et autres
Publié: (2025)

Solution to the 10th ABAW Expression Recognition Challenge: A Robust Multimodal Framework with Safe Cross-Attention and Modality Dropout
par: Yu, Jun, et autres
Publié: (2026)

ECMF: Enhanced Cross-Modal Fusion for Multimodal Emotion Recognition in MER-SEMI Challenge
par: Hu, Juewen, et autres
Publié: (2025)

EEG-based Multimodal Representation Learning for Emotion Recognition
par: Yin, Kang, et autres
Publié: (2024)

Emotion-LLaMAv2 and MMEVerse: A New Framework and Benchmark for Multimodal Emotion Understanding
par: Peng, Xiaojiang, et autres
Publié: (2026)

Exploring Facial Expression Recognition through Semi-Supervised Pretraining and Temporal Modeling
par: Yu, Jun, et autres
Publié: (2024)

Beyond Cross-Modal Alignment: Measuring and Leveraging Modality Gap in Vision-Language Models
par: Yan, Hanqi, et autres
Publié: (2025)

Learning Modality-Aware Representations: Adaptive Group-wise Interaction Network for Multimodal MRI Synthesis
par: Song, Tao, et autres
Publié: (2024)

MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models
par: Zhang, Fan, et autres
Publié: (2025)

MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding
par: Zhong, Ziqi, et autres
Publié: (2025)

Multimodal Prototype Alignment for Semi-supervised Pathology Image Segmentation
par: Fu, Mingxi, et autres
Publié: (2025)

CodeBind: Decoupled Representation Learning for Multimodal Alignment with Unified Compositional Codebook
par: Chen, Zeyu, et autres
Publié: (2026)

MLVTG: Mamba-Based Feature Alignment and LLM-Driven Purification for Multi-Modal Video Temporal Grounding
par: Zhu, Zhiyi, et autres
Publié: (2025)

Time Series, Vision, and Language: Exploring the Limits of Alignment in Contrastive Representation Spaces
par: Yashwante, Pratham, et autres
Publié: (2026)

Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy
par: Huang, Jiahao, et autres
Publié: (2026)

CorMulT: A Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis
par: Li, Yangmin, et autres
Publié: (2024)

From Coarse to Nuanced: Cross-Modal Alignment of Fine-Grained Linguistic Cues and Visual Salient Regions for Dynamic Emotion Recognition
par: Liu, Yu, et autres
Publié: (2025)

Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation
par: Wang, Zhenbin, et autres
Publié: (2024)

MIBench: Evaluating LMMs on Multimodal Interaction
par: Miao, Yu, et autres
Publié: (2026)

PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening
par: Do, Jeonghyeok, et autres
Publié: (2025)