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08/03/2023
The Capability of Large Language Models to Measure Psychiatric Functioning
The current work investigates the capability of Large language models (L...
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07/11/2023
Research Protocol for the Google Health Digital Well-being Study
The impact of digital device use on health and well-being is a pressing ...
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05/24/2023
Large Language Models are Few-Shot Health Learners
Large language models (LLMs) can capture rich representations of concept...
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04/23/2023
"Can't Take the Pressure?": Examining the Challenges of Blood Pressure Estimation via Pulse Wave Analysis
The use of observed wearable sensor data (e.g., photoplethysmograms [PPG...
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04/22/2023
A Review of Deep Learning for Video Captioning
Video captioning (VC) is a fast-moving, cross-disciplinary area of resea...
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04/06/2023
Synthetic Data in Healthcare
Synthetic data are becoming a critical tool for building artificially in...
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03/21/2023
Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing
Machine learning models for camera-based physiological measurement can h...
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03/21/2023
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements
Understanding of human visual perception has historically inspired the d...
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02/08/2023
MMPD: Multi-Domain Mobile Video Physiology Dataset
Remote photoplethysmography (rPPG) is an attractive method for noninvasi...
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10/03/2022
Deep Physiological Sensing Toolbox
Camera physiological measurement is a fast growing field of computer vis...
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06/08/2022
SCAMPS: Synthetics for Camera Measurement of Physiological Signals
The use of cameras and computational algorithms for noninvasive, low-cos...
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03/11/2022
Federated Remote Physiological Measurement with Imperfect Data
The growing need for technology that supports remote healthcare is being...
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01/11/2022
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing
Camera-based contactless photoplethysmography refers to a set of popular...
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11/22/2021
Camera Measurement of Physiological Vital Signs
The need for remote tools for healthcare monitoring has never been more ...
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10/26/2021
Camera-Based Physiological Sensing: Challenges and Future Directions
Numerous real-world applications have been driven by the recent algorith...
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10/10/2021
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing
Synthetic data is a powerful tool in training data hungry deep learning ...
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10/09/2021
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement
Camera-based physiological measurement is a growing field with neural mo...
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10/07/2021
Learning Higher-Order Dynamics in Video-Based Cardiac Measurement
Computer vision methods typically optimize for first-order dynamics (e.g...
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04/07/2021
Contrastive Learning of Global and Local Audio-Visual Representations
Contrastive learning has delivered impressive results in many audio-visu...
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03/14/2021
"Warm Bodies": A Post-Processing Technique for Animating Dynamic Blood Flow on Photos and Avatars
What breathes life into an embodied agent or avatar? While body motions ...
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03/03/2021
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
Facial action unit recognition has many applications from market researc...
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01/28/2021
AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
The ability to monitor audience reactions is critical when delivering pr...
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01/28/2021
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents
Creating presentation materials requires complex multimodal reasoning sk...
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11/04/2020
Behavioral Use Licensing for Responsible AI
Scientific research and development relies on the sharing of ideas and a...
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10/24/2020
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Non-contact physiological measurement has the potential to provide low-c...
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10/14/2020
The Benefit of Distraction: Denoising Remote Vitals Measurements using Inverse Attention
Attention is a powerful concept in computer vision. End-to-end networks ...
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10/12/2020
Spectral Synthesis for Satellite-to-Satellite Translation
Earth observing satellites carrying multi-spectral sensors are widely us...
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10/05/2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement
There are large individual differences in physiological processes, makin...
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06/06/2020
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Telehealth and remote health monitoring have become increasingly importa...
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12/21/2019
Do Facial Expressions Predict Ad Sharing? A Large-Scale Observational Study
People often share news and information with their social connections, b...
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12/01/2019
Affect-based Intrinsic Rewards for Learning General Representations
Positive affect has been linked to increased interest, curiosity and sat...
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11/14/2019
A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training
Machine learning systems are being used to automate many types of labori...
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10/25/2019
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency
Current multi-reference style transfer models for Text-to-Speech (TTS) p...
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10/16/2019
Designing Style Matching Conversational Agents
Advances in machine intelligence have enabled conversational interfaces ...
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09/19/2019
A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities
Embodied avatars as virtual agents have many applications and provide be...
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08/19/2019
Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck
Deep generative models have led to significant advances in cross-modal g...
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07/23/2019
Towards Understanding Emotional Intelligence for Behavior Change Chatbots
A natural conversational interface that allows longitudinal symptom trac...
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07/09/2019
M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention
Generative adversarial networks have led to significant advances in cros...
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04/04/2019
An End-to-End Conversational Style Matching Agent
We present an end-to-end voice-based conversational agent that is able t...
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03/28/2019
A Multimodal Emotion Sensing Platform for Building Emotion-Aware Applications
Humans use a host of signals to infer the emotional state of others. In ...
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01/14/2019
iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox
Imaging-based, non-contact measurement of physiology (including imaging ...
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12/29/2018
EMMA: An Emotionally Intelligent Personal Assistant for Improving Wellbeing
The delivery of mental health interventions via ubiquitous devices has s...
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09/30/2018
Identifying Bias in AI using Simulation
Machine learned models exhibit bias, often because the datasets used to ...
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08/09/2018
DeepMag: Source Specific Motion Magnification Using Gradient Ascent
Many important physical phenomena involve subtle signals that are diffic...
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05/25/2018
Visceral Machines: Reinforcement Learning with Intrinsic Rewards that Mimic the Human Nervous System
The human autonomic nervous system has evolved over millions of years an...
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05/21/2018