Dgmamba: Domain generalization via generalized state space model

S Long, Q Zhou, X Li, X Lu, C Ying, Y Luo… - Proceedings of the …, 2024 - dl.acm.org
Domain generalization (DG) aims at solving distribution shift problems in various scenes.
Existing approaches are based on Convolution Neural Networks (CNNs) or Vision …

An In-Depth Analysis of Domain Adaptation in Computer and Robotic Vision

MH Tanveer, Z Fatima, S Zardari, D Guerra-Zubiaga - Applied Sciences, 2023 - mdpi.com
This review article comprehensively delves into the rapidly evolving field of domain
adaptation in computer and robotic vision. It offers a detailed technical analysis of the …

SMSMO: Learning to generate multimodal summary for scientific papers

X Zhong, Z Tan, S Gao, J Li, J Shen, J Ji, J Tang… - Knowledge-Based …, 2024 - Elsevier
Nowadays, publishers like Elsevier increasingly use graphical abstracts (ie, a pictorial paper
summary) along with textual abstracts to facilitate scientific paper readings. In such a case …

[PDF][PDF] 6G 无线多模态通信技术

任超, 丁思颖, 张晓奇, 张海君 - 电子与信息学报, 2024 - jeit.ac.cn
6G无线多模态通信技术Wireless Multimodal Communications for 6G Page 1 6G无线多模态
通信技术 任超丁思颖张晓奇张海君* (北京科技大学北京10083) 摘要:该文综述了多模态通信作为 …

TEMM: text-enhanced multi-interactive attention and multitask learning network for multimodal sentiment analysis

B Yu, Z Shi - The Journal of Supercomputing, 2024 - Springer
Multimodal sentiment analysis is an important and active research field. Most methods
construct fusion modules based on unimodal representations generated by pretrained …

Weakly Correlated Multimodal Domain Adaptation for Pattern Classification

S Wang, Z Liu, Z Zhang… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Multimodal domain adaptation (MMDA) aims to transfer knowledge across different domains
that contain multimodal data. Current methods typically assume that both the source and …

Modality-invariant and Specific Prompting for Multimodal Human Perception Understanding

H Sun, Z Niu, X Yu, J Liu, YW Chen, L Lin - arXiv preprint arXiv …, 2023 - arxiv.org
Understanding human perceptions presents a formidable multimodal challenge for
computers, encompassing aspects such as sentiment tendencies and sense of humor. While …

Wireless Multimodal Communications for 6G

C REN, S DING, X ZHANG, H ZHANG - 电子与信息学报, 2024 - jeit.ac.cn
An overview of multimodal communication as an important information transfer mode that
can simultaneously interact with multiple modal forms in different application scenarios is …

[PDF][PDF] SMSMO: Learning to Generate Multimodal Summary for Scientific Papers

X Zhonga, Z Tana, S Gaob, J Lic, J Shena, J Jia… - jijingyu.com
Nowadays, publishers like Elsevier increasingly use graphical abstracts (ie, a pictorial paper
summary) along with textual abstracts to facilitate scientific paper readings. In such a case …