Juan Helen Zhou
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (11)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(18)
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Conference Pioneer
Conferences
CVPR (2)
NIPS (2)
MICCAI (1)
Top co-authors
Keywords
self-supervised learning
(2)
brain activity
(2)
feature learning
(1)
image reconstruction
(1)
brain-computer interface
(1)
fmri decoding
(1)
functional neuroimaging
(1)
diffusion model
(1)
foundation model
(1)
latent space
(1)
video reconstruction
(1)
latent diffusion
(1)
stable diffusion
(1)
joint-embedding predictive architecture
(1)
brain dynamics
(1)
geometric constraint
(1)
spatiotemporal masking
(1)
demographic prediction
(1)
imbalanced regression
(1)
fmri datum
(1)
Papers
Improve Representation for Imbalanced Regression through Geometric Constraints
CVPR 2025
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
NIPS 2024
Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model
MICCAI 2024
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
NIPS 2023
Seeing Beyond the Brain: Conditional Diffusion Model With Sparse Masked Modeling for Vision Decoding
CVPR 2023