UMind: A Unified Multitask Network for Zero-Shot M/EEG Visual Decoding
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Chengjian, Song, Yonghao, Liao, Zelin, Zhang, Haochuan, Wang, Qiong, Zheng, Qingqing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decoding Natural Images from EEG for Object Recognition
by: Song, Yonghao, et al.
Published: (2023)
by: Song, Yonghao, et al.
Published: (2023)
Decoding Imagined Handwriting from EEG
by: Ravishankar, Srinivas, et al.
Published: (2025)
by: Ravishankar, Srinivas, et al.
Published: (2025)
ViEEG: Hierarchical Visual Neural Representation for EEG Brain Decoding
by: Liu, Minxu, et al.
Published: (2025)
by: Liu, Minxu, et al.
Published: (2025)
Efficient Transformer-Integrated Deep Neural Architectures for Robust EEG Decoding of Complex Visual Imagery
by: Kwon, Byoung-Hee
Published: (2025)
by: Kwon, Byoung-Hee
Published: (2025)
Fast SSVEP Detection Using a Calibration-Free EEG Decoding Framework
by: Wang, Chenlong, et al.
Published: (2025)
by: Wang, Chenlong, et al.
Published: (2025)
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency
by: Chen, Hongzhou, et al.
Published: (2024)
by: Chen, Hongzhou, et al.
Published: (2024)
State-Flow Coordinated Representation for MI-EEG Decoding
by: Cai, Guoqing, et al.
Published: (2026)
by: Cai, Guoqing, et al.
Published: (2026)
UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding
by: Lu, Weiheng, et al.
Published: (2025)
by: Lu, Weiheng, et al.
Published: (2025)
Effective and Efficient Intracortical Brain Signal Decoding with Spiking Neural Networks
by: Fu, Haotian, et al.
Published: (2024)
by: Fu, Haotian, et al.
Published: (2024)
Transformer-based EEG Decoding: A Survey
by: Zhang, Haodong, et al.
Published: (2025)
by: Zhang, Haodong, et al.
Published: (2025)
RealMind: Advancing Visual Decoding and Language Interaction via EEG Signals
by: Li, Dongyang, et al.
Published: (2024)
by: Li, Dongyang, et al.
Published: (2024)
Improving Continuous Grasp Force Decoding from EEG with Time-Frequency Regressors and Premotor-Parietal Network Integration
by: Dangi, Parth G., et al.
Published: (2025)
by: Dangi, Parth G., et al.
Published: (2025)
MIND-EEG: Multi-granularity Integration Network with Discrete Codebook for EEG-based Emotion Recognition
by: Zhang, Yuzhe, et al.
Published: (2025)
by: Zhang, Yuzhe, et al.
Published: (2025)
EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More
by: Zheng, Xu, et al.
Published: (2024)
by: Zheng, Xu, et al.
Published: (2024)
HCFT: Hierarchical Convolutional Fusion Transformer for EEG Decoding
by: Zhang, Haodong, et al.
Published: (2026)
by: Zhang, Haodong, et al.
Published: (2026)
A Robust Multi-Scale Framework with Test-Time Adaptation for sEEG-Based Speech Decoding
by: Wang, Suli, et al.
Published: (2025)
by: Wang, Suli, et al.
Published: (2025)
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
by: Li, Dongyang, et al.
Published: (2024)
by: Li, Dongyang, et al.
Published: (2024)
M4SER: Multimodal, Multirepresentation, Multitask, and Multistrategy Learning for Speech Emotion Recognition
by: He, Jiajun, et al.
Published: (2025)
by: He, Jiajun, et al.
Published: (2025)
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach with Emotional EEG Style Transfer Network
by: Zhou, Yijin, et al.
Published: (2024)
by: Zhou, Yijin, et al.
Published: (2024)
EEG-DBNet: A Dual-Branch Network for Temporal-Spectral Decoding in Motor-Imagery Brain-Computer Interfaces
by: Lou, Xicheng, et al.
Published: (2024)
by: Lou, Xicheng, et al.
Published: (2024)
Trust Recognition in Human-Robot Cooperation Using EEG
by: Xu, Caiyue, et al.
Published: (2024)
by: Xu, Caiyue, et al.
Published: (2024)
Leveraging Foundation Models for Zero-Shot IoT Sensing
by: Xue, Dinghao, et al.
Published: (2024)
by: Xue, Dinghao, et al.
Published: (2024)
Intents, Techniques, and Components: a Unified Analysis of Interaction Authoring Tasks in Data Visualization
by: Song, Hyemi, et al.
Published: (2024)
by: Song, Hyemi, et al.
Published: (2024)
Personalized Continual EEG Decoding: Retaining and Transferring Knowledge
by: Li, Dan, et al.
Published: (2024)
by: Li, Dan, et al.
Published: (2024)
Uncovering the EEG Temporal Representation of Low-dimensional Object Properties
by: Tang, Jiahua, et al.
Published: (2025)
by: Tang, Jiahua, et al.
Published: (2025)
Visual Decoding Operators: Towards a Compositional Theory of Visualization Perception
by: Long, Sheng, et al.
Published: (2026)
by: Long, Sheng, et al.
Published: (2026)
Gaze-Hand Steering for Travel and Multitasking in Virtual Environments
by: Zavichi, Mona, et al.
Published: (2025)
by: Zavichi, Mona, et al.
Published: (2025)
CellScout: Visual Analytics for Mining Biomarkers in Cell State Discovery
by: Sheng, Rui, et al.
Published: (2025)
by: Sheng, Rui, et al.
Published: (2025)
Integrating Language-Image Prior into EEG Decoding for Cross-Task Zero-Calibration RSVP-BCI
by: Li, Xujin, et al.
Published: (2025)
by: Li, Xujin, et al.
Published: (2025)
Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination
by: Li, Yang, et al.
Published: (2023)
by: Li, Yang, et al.
Published: (2023)
LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark
by: Liu, Guangyi, et al.
Published: (2025)
by: Liu, Guangyi, et al.
Published: (2025)
HARGPT: Are LLMs Zero-Shot Human Activity Recognizers?
by: Ji, Sijie, et al.
Published: (2024)
by: Ji, Sijie, et al.
Published: (2024)
Decoding Emotions From Brainwaves: The Impact of Wavelets and Overlap on EEG‐Based Emotion Classification
by: A. Jarillo-Silva, et al.
Published: (2026)
by: A. Jarillo-Silva, et al.
Published: (2026)
Learning from Brain Topography: A Hierarchical Local-Global Graph-Transformer Network for EEG Emotion Recognition
by: Zhou, Yijin, et al.
Published: (2026)
by: Zhou, Yijin, et al.
Published: (2026)
DECAN: A Denoising Encoder via Contrastive Alignment Network for Dry Electrode EEG Emotion Recognition
by: Zhang, Meihong, et al.
Published: (2024)
by: Zhang, Meihong, et al.
Published: (2024)
Spatial-Temporal Mamba Network for EEG-based Motor Imagery Classification
by: Yang, Xiaoxiao, et al.
Published: (2024)
by: Yang, Xiaoxiao, et al.
Published: (2024)
Data Humanism Decoded: A Characterization of its Principles to Bridge Data Visualization Researchers and Practitioners
by: Al-Hazwani, Ibrahim, et al.
Published: (2025)
by: Al-Hazwani, Ibrahim, et al.
Published: (2025)
Toward Zero-Shot User Intent Recognition in Shared Autonomy
by: Belsare, Atharv, et al.
Published: (2025)
by: Belsare, Atharv, et al.
Published: (2025)
Discrepancies in Mental Workload Estimation: Self-Reported versus EEG-Based Measures in Data Visualization Evaluation
by: Yim, Soobin, et al.
Published: (2025)
by: Yim, Soobin, et al.
Published: (2025)
Neural Networks Meet Neural Activity: Utilizing EEG for Mental Workload Estimation
by: Siddhad, Gourav, et al.
Published: (2024)
by: Siddhad, Gourav, et al.
Published: (2024)
Similar Items
-
Decoding Natural Images from EEG for Object Recognition
by: Song, Yonghao, et al.
Published: (2023) -
Decoding Imagined Handwriting from EEG
by: Ravishankar, Srinivas, et al.
Published: (2025) -
ViEEG: Hierarchical Visual Neural Representation for EEG Brain Decoding
by: Liu, Minxu, et al.
Published: (2025) -
Efficient Transformer-Integrated Deep Neural Architectures for Robust EEG Decoding of Complex Visual Imagery
by: Kwon, Byoung-Hee
Published: (2025) -
Fast SSVEP Detection Using a Calibration-Free EEG Decoding Framework
by: Wang, Chenlong, et al.
Published: (2025)