2 papers
cs.CV2026
The Visual Target Matters: Learning across the Visual Hierarchy for Brain-to-Image Retrieval
Ye Wang, HaoKun Ren, Haokun Ren +5
Brain-to-image retrieval seeks to identify the visual stimulus that elicited a non-invasive neural response. Candidate images are typically represented by pretrained vision models,…
cs.LG2026
Mastering the Minority: An Uncertainty-guided Multi-Expert Framework for Challenging-tailed Sequence Learning
Ye Wang, Zixuan Wu, Lifeng Shen +4
Imbalanced data distribution remains a critical challenge in sequential learning, leading models to easily recognize frequent categories while failing to detect minority classes ad…