Zhou, Juan Helen

5 publications

NeurIPS 2025 Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1d Tokens Zijian Dong, Li Ruilin, Joanna Su Xian Chong, Niousha Dehestani, Yinghui Teng, Yi Lin, Zhizhou Li, Yichi Zhang, Yapei Xie, Leon Qi Rong Ooi, B.T. Thomas Yeo, Juan Helen Zhou

CVPR 2025 Improve Representation for Imbalanced Regression Through Geometric Constraints Zijian Dong, Yilei Wu, Chongyao Chen, Yingtian Zou, Yichi Zhang, Juan Helen Zhou

NeurIPS 2024 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking Zijian Dong, Ruilin Li, Yilei Wu, Thuan Tinh Nguyen, Joanna Su Xian Chong, Fang Ji, Nathanael Ren Jie Tong, Christopher Li Hsian Chen, Juan Helen Zhou

NeurIPS 2023 Cinematic Mindscapes: High-Quality Video Reconstruction from Brain Activity Zijiao Chen, Jiaxin Qing, Juan Helen Zhou

CVPR 2023 Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding Zijiao Chen, Jiaxin Qing, Tiange Xiang, Wan Lin Yue, Juan Helen Zhou