3 papers
cs.CV2026
The Visual Target Matters: Learning across the Visual Hierarchy for Brain-to-Image Retrieval
Ye Wang, HaoKun Ren, Hong Yu +4
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.CV2026
Adaptive Cortically Constrained EEG-Vision Alignment for Zero-Shot Brain-to-Image Retrieval
Ye Wang, Haokun Ren, Wei Wu +4
Zero-shot brain-to-image retrieval requires robust alignment between noisy EEG responses and visual representations. Existing EEG-vision alignment methods often operate in sensor s…
cs.CL2026
When Evidence Conflicts: Reliability-aware Meta-review Generation
Xinzhe Wang, Fei Tao, Jiang Xie +2
Generating coherent meta-reviews from multiple peer reviews is challenging when reviewer evidence conflicts and varies in reliability. Existing approaches typically formulate meta-…