most citedElectromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network

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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.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…