Decode Neural signal as Speech

2 code implementations • 4 Mar 2024 • Yiqian Yang, Yiqun Duan, Qiang Zhang, Renjing Xu, Hui Xiong

In this paper, we explore the brain-to-text translation of MEG signals in a speech-decoding formation.

Brain Computer Interface EEG

Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification

no code implementations • 8 Sep 2023 • Yiqian Yang, Zhengqiao Zhao, Qian Wang, Yan Yang, Jingdong Chen

Existing approaches to modeling associations between visual stimuli and brain responses are facing difficulties in handling between-subject variance and model generalization.

EEG Video Reconstruction

All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment

no code implementations • 7 Jul 2023 • Chunhui Zhang, Xin Sun, Li Liu, Yiqian Yang, Qiong Liu, Xi Zhou, Yanfeng Wang

This approach achieves feature integration in a unified backbone, removing the need for carefully-designed fusion modules and resulting in a more effective and efficient VL tracking framework.

A Comprehensive Survey on Segment Anything Model for Vision and Beyond

1 code implementation • 14 May 2023 • Chunhui Zhang, Li Liu, Yawen Cui, Guanjie Huang, Weilin Lin, Yiqian Yang, Yuehong Hu

As the first to comprehensively review the progress of segmenting anything task for vision and beyond based on the foundation model of SAM, this work focuses on its applications to various tasks and data types by discussing its historical development, recent progress, and profound impact on broad applications.