John V. Guttag
11 papers · 2010–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (14)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(14)
🧬
Topic Evolution
🏆
Keyword Champion
🌱
Topic Pioneer
🗃️
Keyword Collector
(73)
💎
Century Club
(11)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
NIPS (4)
CVPR (3)
MLHC (2)
ICCV (1)
INTERSPEECH (1)
Top co-authors
Keywords
convolutional neural network
(3)
probabilistic model
(2)
medical image segmentation
(2)
risk stratification
(2)
feature extraction
(1)
motion deblurring
(1)
representation learning
(1)
medical imaging
(1)
variational inference
(1)
data augmentation
(1)
in-context learning
(1)
multimodal learning
(1)
text summarization
(1)
unsupervised feature learning
(1)
class imbalance
(1)
video synthesis
(1)
hierarchical clustering
(1)
time series
(1)
magnetic resonance imaging
(1)
video generation
(1)
Papers
Tyche: Stochastic In-Context Learning for Medical Image Segmentation
CVPR 2024
Scale-Space Hypernetworks for Efficient Biomedical Image Analysis
NIPS 2023
Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings
CVPR 2020
Learning from Few Subjects with Large Amounts of Voice Monitoring Data
MLHC 2019
Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation
CVPR 2019
Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions
ICCV 2019
Learning to Summarize Electronic Health Records Using Cross-Modality Correspondences
MLHC 2018
Towards an Automated Screening Tool for Developmental Speech and Language Impairments
INTERSPEECH 2016
Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task
NIPS 2012
Active Learning Applied to Patient-Adaptive Heartbeat Classification
NIPS 2010
Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch
NIPS 2010