He, Bryan
- SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
2024/05/28 by Rahul Thapa, Bryan He, Thapa, Rahul +11 · 14 citations
Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sleep and Wakefulness Research #electronic engineering #information engineering
- Accelerated Stochastic Power Iteration
2017/07/10 by Christopher De, De Sa, Christopher, Bryan He +7 · 3 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Scan Order in Gibbs Sampling: Models in Which it Matters and Bounds on How Much
2016/06/10 by He, Bryan, De Sa, Christopher, Mitliagkas, Ioannis +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation
2024/10/13 by Miloš Vukadinovic, Vukadinovic, Milos, Xiu Tang +13 · 6 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG)
- Electrocardiographic Deep Learning for Predicting Post-Procedural Mortality
2022/04/30 by Ouyang, David, Theurer, John, Stein, Nathan R. +21 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Inferring Generative Model Structure with Static Analysis
2017/09/07 by Paroma Varma, Bryan He, Varma, Paroma +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
- How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?
2025/04/19 by Thapa, Rahul, Li, Andrew, Wu, Qingyang +8 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Stanford Sleep Bench: Evaluating Polysomnography Pre-training Methods for Sleep Foundation Models
2025/12/10 by Magnus Ruud Kjær, Kjaer, Magnus Ruud, Rahul Thapa +17 · 2 citations
Medicine · Neuroscience · Psychology · #Obstructive Sleep Apnea Research #EEG and Brain-Computer Interfaces #Sleep and related disorders