Cover Image

DashFusion: Dual-stream Alignment with Hierarchical Bottleneck Fusion for Multimodal Sentiment Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wen, Yuhua, Li, Qifei, Zhou, Yingying, Gao, Yingming, Wen, Zhengqi, Tao, Jianhua, Li, Ya
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing Modal Fusion by Alignment and Label Matching for Multimodal Emotion Recognition
by: Li, Qifei, et al.
Published: (2024)

Deep Learning Approaches for Multimodal Intent Recognition: A Survey
by: Zhao, Jingwei, et al.
Published: (2025)

Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space
by: Xie, Zhuyang, et al.
Published: (2024)

PSA-MF: Personality-Sentiment Aligned Multi-Level Fusion for Multimodal Sentiment Analysis
by: Xie, Heng, et al.
Published: (2025)

Multimodal Alignment and Fusion: A Survey
by: Li, Songtao, et al.
Published: (2024)

Beyond Simple Fusion: Adaptive Gated Fusion for Robust Multimodal Sentiment Analysis
by: Wu, Han, et al.
Published: (2025)

Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild
by: Wen, Zhuofan, et al.
Published: (2024)

Enhancing Sentiment Analysis through Multimodal Fusion: A BERT-DINOv2 Approach
by: Zhao, Taoxu, et al.
Published: (2025)

MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion
by: Li, Zhe, et al.
Published: (2024)

AdaMHF: Adaptive Multimodal Hierarchical Fusion for Survival Prediction
by: Zhang, Shuaiyu, et al.
Published: (2025)

Realizing Immersive Volumetric Video: A Multimodal Framework for 6-DoF VR Engagement
by: Yang, Zhengxian, et al.
Published: (2026)

GatedCLIP: Gated Multimodal Fusion for Hateful Memes Detection
by: Guo, Yingying, et al.
Published: (2026)

Multimodal Diffusion Transformer with Memory Bank for Scalable Long-Duration Talking Video Generation
by: Zhang, Haojie, et al.
Published: (2024)

Multimodal Sentiment Analysis based on Multi-channel and Symmetric Mutual Promotion Feature Fusion
by: Zhu, Wangyuan, et al.
Published: (2026)

HiFusion: Hierarchical Intra-Spot Alignment and Regional Context Fusion for Spatial Gene Expression Prediction from Histopathology
by: Weng, Ziqiao, et al.
Published: (2025)

Infrared and Visible Image Fusion with Hierarchical Human Perception
by: Yang, Guang, et al.
Published: (2024)

DREB-Net: Dual-stream Restoration Embedding Blur-feature Fusion Network for High-mobility UAV Object Detection
by: Li, Qingpeng, et al.
Published: (2024)

Unbiased Dynamic Multimodal Fusion
by: Wei, Shicai, et al.
Published: (2026)

FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba
by: Xie, Xinyu, et al.
Published: (2024)

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection
by: Xiong, Yuqi, et al.
Published: (2025)

Multimodal Fusion Learning with Dual Attention for Medical Imaging
by: Dhar, Joy, et al.
Published: (2024)

Hierarchical Adaptive Expert for Multimodal Sentiment Analysis
by: Qin, Jiahao, et al.
Published: (2025)

Multi-Branch Non-Homogeneous Image Dehazing via Concentration Partitioning and Image Fusion
by: Zhang, Yingming, et al.
Published: (2026)

CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis
by: He, Xiaoqiang
Published: (2025)

Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
by: Vatamany, Lorand, et al.
Published: (2024)

MF2Summ: Multimodal Fusion for Video Summarization with Temporal Alignment
by: wang, Shuo, et al.
Published: (2025)

CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models
by: Dang, Yunkai, et al.
Published: (2026)

Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners
by: Liu, Qingyang, et al.
Published: (2026)

IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection
by: Yin, Junbo, et al.
Published: (2024)

HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion
by: Xie, Guanghu, et al.
Published: (2025)

The More, the Merrier: Contrastive Fusion for Higher-Order Multimodal Alignment
by: Koutoupis, Stefanos, et al.
Published: (2025)

ImViD: Immersive Volumetric Videos for Enhanced VR Engagement
by: Yang, Zhengxian, et al.
Published: (2025)

Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition
by: Guo, Zirun, et al.
Published: (2024)

U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation
by: Li, Bingyu, et al.
Published: (2024)

Micro-expression Recognition Based on Dual-branch Feature Extraction and Fusion
by: Zhang, Mingjie, et al.
Published: (2026)

DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic Fusion
by: Li, Haoteng, et al.
Published: (2025)

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

LightFusion: A Light-weighted, Double Fusion Framework for Unified Multimodal Understanding and Generation
by: Wang, Zeyu, et al.
Published: (2025)

Hyperbolic Cycle Alignment for Infrared-Visible Image Fusion
by: Li, Timing, et al.
Published: (2025)

Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion
by: Zhang, Junkai, et al.
Published: (2025)