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cs.CV2026
BrainJanus: A Unified Model for Understanding and Generation across Brain, Vision, and Language
Haitao Wu, Qirui Zhang, Zhouheng Yao +8
Modeling the bidirectional correspondence between external sensory stimuli and internal neural activity has emerged as a critical frontier in neuroscience. However, existing approa…
cs.CV2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior
Haitao Wu, Qing Li, Changqing Zhang +2
Can our brain signals faithfully reflect the original visual stimuli, even including high-frequency details? Although human perceptual and cognitive capacities enable us to process…