Juan Helen Zhou
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(3)
Healthcare & Medicine
(3)
Machine Learning
(3)
Clinical
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Architectures
(1)
Cognitive Science
(1)
Core Methods
(1)
Generation
(1)
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)
spatio-temporal attention
(1)
joint embedding predictive architecture
(1)
brain dynamics
(1)
geometric constraint
(1)
demographic prediction
(1)
imbalanced regression
(1)
fmri data
(1)
Papers
Improve Representation for Imbalanced Regression through Geometric Constraints
CVPR 2025
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
NeurIPS 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
NeurIPS 2023
Seeing Beyond the Brain: Conditional Diffusion Model With Sparse Masked Modeling for Vision Decoding
CVPR 2023