Preprint

2026

MePo++: Unifying Representation Refinement and Reconciliation for General Continual Learning
General continual learning (GCL) aims to learn from evolving data streams without task identities, explicit boundaries, or repeated …
ProCA: Progressive Contrastive Alignment for Robust EEG Visual Decoding
Electroencephalogram (EEG) visual decoding aims to recover visual semantics from non-invasive neural time-series signals, for which …

2025

Continual Action Quality Assessment via Adaptive Manifold-Aligned Graph Regularization
Action Quality Assessment (AQA) quantifies human actions in videos, supporting applications in sports scoring, rehabilitation, and …