Autoregressive Visual Decoding from EEG Signals
Fuente:
arXiv
Saved in:
| Main Authors: | Dai, Sicheng, Xiao, Hongwang, Yu, Shan, Ye, Qiwei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Unified Multi-task EEG Analysis with Low-Rank Adaptation
by: Dai, Sicheng, et al.
Published: (2026)
by: Dai, Sicheng, et al.
Published: (2026)
Energy-based Autoregressive Generation for Neural Population Dynamics
by: Ge, Ningling, et al.
Published: (2025)
by: Ge, Ningling, et al.
Published: (2025)
FloydNet: A Learning Paradigm for Global Relational Reasoning
by: Yu, Jingcheng, et al.
Published: (2026)
by: Yu, Jingcheng, et al.
Published: (2026)
DGSense: A Domain Generalization Framework for Wireless Sensing
by: Zhou, Rui, et al.
Published: (2025)
by: Zhou, Rui, et al.
Published: (2025)
Spatial-Functional awareness Transformer-based graph archetype contrastive learning for Decoding Visual Neural Representations from EEG
by: Sun, Yueming, et al.
Published: (2025)
by: Sun, Yueming, et al.
Published: (2025)
TRACE: Temporal Routing with Autoregressive Cross-channel Experts for EEG Representation Learning
by: Ma, Fan, et al.
Published: (2026)
by: Ma, Fan, et al.
Published: (2026)
DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
by: Wang, Ziwei, et al.
Published: (2025)
by: Wang, Ziwei, et al.
Published: (2025)
Accelerating Inference of Discrete Autoregressive Normalizing Flows by Selective Jacobi Decoding
by: Zhang, Jiaru, et al.
Published: (2025)
by: Zhang, Jiaru, et al.
Published: (2025)
Decoding Listeners Identity: Person Identification from EEG Signals Using a Lightweight Spiking Transformer
by: Lin, Zheyuan, et al.
Published: (2025)
by: Lin, Zheyuan, et al.
Published: (2025)
Dive into Waves: Morlet Spectral Transformer for Cross-Subject Emotion Decoding from EEG
by: Qing, Jiaxin, et al.
Published: (2026)
by: Qing, Jiaxin, et al.
Published: (2026)
EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting
by: Jiang, Zekun, et al.
Published: (2024)
by: Jiang, Zekun, et al.
Published: (2024)
Dream2Image : An Open Multimodal EEG Dataset for Decoding and Visualizing Dreams with Artificial Intelligence
by: Bellec, Yann
Published: (2025)
by: Bellec, Yann
Published: (2025)
PTSM: Physiology-aware and Task-invariant Spatio-temporal Modeling for Cross-Subject EEG Decoding
by: Jing, Changhong, et al.
Published: (2025)
by: Jing, Changhong, et al.
Published: (2025)
Prototype-Guided Non-Exemplar Continual Learning for Cross-subject EEG Decoding
by: Li, Dan, et al.
Published: (2025)
by: Li, Dan, et al.
Published: (2025)
SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding
by: Zhou, Yangxuan, et al.
Published: (2025)
by: Zhou, Yangxuan, et al.
Published: (2025)
Towards Scalable Handwriting Communication via EEG Decoding and Latent Embedding Integration
by: Kim, Jun-Young, et al.
Published: (2024)
by: Kim, Jun-Young, et al.
Published: (2024)
Fusion of Multiscale Features Via Centralized Sparse-attention Network for EEG Decoding
by: Cai, Xiangrui, et al.
Published: (2025)
by: Cai, Xiangrui, et al.
Published: (2025)
NeuroPath: Practically Adopting Motor Imagery Decoding through EEG Signals
by: Cao, Jiani, et al.
Published: (2026)
by: Cao, Jiani, et al.
Published: (2026)
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis
by: Döner, Berkay, et al.
Published: (2025)
by: Döner, Berkay, et al.
Published: (2025)
Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning
by: Darvishi-Bayazi, Mohammad-Javad, et al.
Published: (2023)
by: Darvishi-Bayazi, Mohammad-Javad, et al.
Published: (2023)
Temporal Context and Architecture: A Benchmark for Naturalistic EEG Decoding
by: Ergezer, Mehmet
Published: (2026)
by: Ergezer, Mehmet
Published: (2026)
Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
by: Li, Jiahe, et al.
Published: (2026)
by: Li, Jiahe, et al.
Published: (2026)
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification
by: Aung, Htoo Wai, et al.
Published: (2024)
by: Aung, Htoo Wai, et al.
Published: (2024)
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding
by: Bergner, Benjamin, et al.
Published: (2024)
by: Bergner, Benjamin, et al.
Published: (2024)
Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal Study
by: Wimpff, Martin, et al.
Published: (2025)
by: Wimpff, Martin, et al.
Published: (2025)
Distilling Autoregressive Models to Obtain High-Performance Non-Autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed
by: Xiao, Yubin, et al.
Published: (2023)
by: Xiao, Yubin, et al.
Published: (2023)
Attention Drift: What Autoregressive Speculative Decoding Models Learn
by: Eldenk, Doğaç, et al.
Published: (2026)
by: Eldenk, Doğaç, et al.
Published: (2026)
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
by: Li, Jia-Nan, et al.
Published: (2025)
by: Li, Jia-Nan, et al.
Published: (2025)
Atoms of Thought: Universal EEG Representation Learning with Microstates
by: Tian, Xinyang, et al.
Published: (2026)
by: Tian, Xinyang, et al.
Published: (2026)
EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics
by: Wang, Zirui, et al.
Published: (2025)
by: Wang, Zirui, et al.
Published: (2025)
Masked EEG Modeling for Driving Intention Prediction
by: Zhou, Jinzhao, et al.
Published: (2024)
by: Zhou, Jinzhao, et al.
Published: (2024)
EEG-MFTNet: An Enhanced EEGNet Architecture with Multi-Scale Temporal Convolutions and Transformer Fusion for Cross-Session Motor Imagery Decoding
by: Andrikopoulos, Panagiotis, et al.
Published: (2026)
by: Andrikopoulos, Panagiotis, et al.
Published: (2026)
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
by: An, Sion, et al.
Published: (2024)
by: An, Sion, et al.
Published: (2024)
D-FaST: Cognitive Signal Decoding with Disentangled Frequency-Spatial-Temporal Attention
by: Chen, Weiguo, et al.
Published: (2024)
by: Chen, Weiguo, et al.
Published: (2024)
Beyond the Answer: Decoding the Behavior of LLMs as Scientific Reasoners
by: Pandey, Rohan, et al.
Published: (2026)
by: Pandey, Rohan, et al.
Published: (2026)
Constraint Decoupled Latent Diffusion for Protein Backmapping
by: Han, Xu, et al.
Published: (2024)
by: Han, Xu, et al.
Published: (2024)
Decentralized Autoregressive Generation
by: Maschan, Stepan, et al.
Published: (2026)
by: Maschan, Stepan, et al.
Published: (2026)
Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting
by: Lu, Jiecheng, et al.
Published: (2025)
by: Lu, Jiecheng, et al.
Published: (2025)
Numerical Pruning for Efficient Autoregressive Models
by: Shen, Xuan, et al.
Published: (2024)
by: Shen, Xuan, et al.
Published: (2024)
Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation
by: Li, Xingyao, et al.
Published: (2026)
by: Li, Xingyao, et al.
Published: (2026)
Similar Items
-
Towards Unified Multi-task EEG Analysis with Low-Rank Adaptation
by: Dai, Sicheng, et al.
Published: (2026) -
Energy-based Autoregressive Generation for Neural Population Dynamics
by: Ge, Ningling, et al.
Published: (2025) -
FloydNet: A Learning Paradigm for Global Relational Reasoning
by: Yu, Jingcheng, et al.
Published: (2026) -
DGSense: A Domain Generalization Framework for Wireless Sensing
by: Zhou, Rui, et al.
Published: (2025) -
Spatial-Functional awareness Transformer-based graph archetype contrastive learning for Decoding Visual Neural Representations from EEG
by: Sun, Yueming, et al.
Published: (2025)