Shwetak Patel
11 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27)
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Topic Evolution
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Keyword Collector
(55)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(8)
Computer Vision
(5)
Deep Learning
(4)
Domain-Specific
(4)
Artificial Intelligence
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Core AI
(2)
Models
(2)
Techniques
(2)
Data Science & Analytics
(1)
Speech & Audio
(1)
Analysis Β· Speech & Audio
(1)
Analysis Β· Computer Vision
(1)
Keywords
physiological measurement
(3)
remote photoplethysmography
(3)
mobile device
(2)
model compression
(2)
wearable sensor
(2)
transfer learning
(1)
user evaluation
(1)
domain generalization
(1)
efficient computing
(1)
human pose estimation
(1)
temporal modeling
(1)
motion transfer
(1)
mahalanobis distance
(1)
dataset shift
(1)
foundation model
(1)
multimodal learning
(1)
convolutional neural network
(1)
scaling law
(1)
out-of-distribution detection
(1)
data augmentation
(1)
Papers
Scaling Wearable Foundation Models
ICLR 2025
Substance over Style: Evaluating Proactive Conversational Coaching Agents
ACL 2025
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements
WACV 2024
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement
WACV 2024
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement
WACV 2023
rPPG-Toolbox: Deep Remote PPG Toolbox
NeurIPS 2023
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
NeurIPS 2022
FRILL: A Non-Semantic Speech Embedding for Mobile Devices
Interspeech 2021
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection
NeurIPS 2021
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
NeurIPS 2020
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks
NeurIPS 2018