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Author

Qibin Zhao

4 papers indexed here

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#machine learning Preprint Oct 2026

SPDAlign: Interpretable Riemannian Alignment for EEG Forward Modeling Shifts

Electroencephalography (EEG) based brain-computer interfaces enable direct brain-to-device communication for applications such as rehabilitation and communication. However, their practical utility is often limited as the non-stationary nature of the EEG data introduces distribution shifts across domains (e.g., sessions...

Shang-Lin Li, Shi-Wen Chu, Okan Koç et al. · 0 citations

Consist-Retinex: One-Step Noise-Emphasized Consistency Training Accelerates High-Quality Retinex Enhancement

Consist-Retinex is proposed, which first uses a Retinex Transformer Decomposition Network to obtain paired reflectance and illumination maps, then trains two conditional consistency models with a Retinex-aware dual objective and adaptive noise-emphasized fixed-point sampling.

Jian Xu, Wei Chen, Shigui Li et al. · 0 citations

Neural Bridge Processes

The results suggest that bridge-anchored generative paths provide a general mechanism for strengthening conditional stochastic function modeling.

Jian Xu, Yican Liu, Qi-Bin Zhao et al. · 0 citations

DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-Shell dMRI Synthesis

DTI-SHNet is proposed, a single-to-multi-shell synthesis framework that operates in the real symmetric spherical harmonics (SH) coefficient domain and performs spatially aware volumetric regression and introduces a signal consistency regularization that reconstructs signals on randomly sampled canonical directions from...

Binghua Li, C. Andica, Tong Liang et al. · 0 citations

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