Nathan Vance

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 38

Top Topics

Unsupervised Learning

Deception Detection

Cloud Computing

Top Venues

Publications

Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka
SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals. CoRR (2024)
Nathan Vance, Patrick J. Flynn
Refining Remote Photoplethysmography Architectures using CKA and Empirical Methods. CoRR (2024)
Nathan Vance, Patrick J. Flynn
Measuring Domain Shifts using Deep Learning Remote Photoplethysmography Model Similarity. CoRR (2024)
Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka
MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation. CoRR (2024)
Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka
Non-Contrastive Unsupervised Learning of Physiological Signals from Video. CVPR (2023)
Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka
Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation. BIOSIGNALS (2023)
Lu Niu, Jeremy Speth, Nathan Vance, Benjamin Sporrer, Adam Czajka, Patrick J. Flynn
Full-Body Cardiovascular Sensing with Remote Photoplethysmography. CVPR Workshops (2023)
Nathan Vance, Jeremy Speth, Benjamin Sporrer, Patrick J. Flynn
Promoting Generalization in Cross-Dataset Remote Photoplethysmography. CVPR Workshops (2023)
Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka
Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation. CoRR (2023)
Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka
Non-Contrastive Unsupervised Learning of Physiological Signals from Video. CoRR (2023)
Lu Niu, Jeremy Speth, Nathan Vance, Benjamin Sporrer, Adam Czajka, Patrick J. Flynn
Full-Body Cardiovascular Sensing with Remote Photoplethysmography. CoRR (2023)
Nathan Vance, Jeremy Speth, Benjamin Sporrer, Patrick J. Flynn
Promoting Generalization in Cross-Dataset Remote Photoplethysmography. CoRR (2023)
Jeremy Speth, Nathan Vance, Patrick Flynn, Kevin W. Bowyer, Adam Czajka
Remote Pulse Estimation in the Presence of Face Masks. CVPR Workshops (2022)
Nathan Vance, Jeremy Speth, Siamul Karim Khan, Adam Czajka, Kevin W. Bowyer, Diane Wright, Patrick J. Flynn
Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results. IEEE Trans. Biom. Behav. Identity Sci. 4 (4) (2022)
Jeremy Speth, Nathan Vance, Patrick Flynn, Kevin W. Bowyer, Adam Czajka
Digital and Physical-World Attacks on Remote Pulse Detection. WACV (2022)
Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka
Digital and Physical-World Attacks on Remote Pulse Detection. CoRR (2021)
Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka
Unifying frame rate and temporal dilations for improved remote pulse detection. Comput. Vis. Image Underst. 210 (2021)
Jeremy Speth, Nathan Vance, Adam Czajka, Kevin W. Bowyer, Diane Wright, Patrick J. Flynn
Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results. CoRR (2021)
Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka
Remote Pulse Estimation in the Presence of Face Masks. CoRR (2021)
Jeremy Speth, Nathan Vance, Adam Czajka, Kevin W. Bowyer, Diane Wright, Patrick J. Flynn
Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results. IJCB (2021)
Nathan Vance, Daniel Zhang, Dong Wang
EdgeCache: A Game-Theoretic Edge-Based Content Caching System for Crowd Video Sharing. HPCC/SmartCity/DSS (2019)
Daniel Zhang, Dong Wang, Nathan Vance, Yang Zhang, Steven Mike
On Scalable and Robust Truth Discovery in Big Data Social Media Sensing Applications. IEEE Trans. Big Data 5 (2) (2019)
Daniel Zhang, Nathan Vance, Dong Wang
When Social Sensing Meets Edge Computing: Vision and Challenges. CoRR (2019)
Daniel Zhang, Nathan Vance, Yang Zhang, Md. Tahmid Rashid, Dong Wang
EdgeBatch: Towards AI-Empowered Optimal Task Batching in Intelligent Edge Systems. RTSS (2019)
Nathan Vance, Md. Tahmid Rashid, Daniel Zhang, Dong Wang
Towards Reliability in Online High-Churn Edge Computing: A Deviceless Pipelining Approach. SMARTCOMP (2019)
Yang Zhang, Daniel Zhang, Nathan Vance, Dong Wang
An Online Reinforcement Learning Approach to Quality-Cost-Aware Task Allocation for Multi-Attribute Social Sensing. CoRR (2019)
Daniel Yue Zhang, Md. Tahmid Rashid, Xukun Li, Nathan Vance, Dong Wang
HeteroEdge: taming the heterogeneity of edge computing system in social sensing. IoTDI (2019)
Daniel Zhang, Nathan Vance, Dong Wang
When Social Sensing Meets Edge Computing: Vision and Challenges. ICCCN (2019)
Nathan Vance, Daniel Zhang, Yang Zhang, Dong Wang
Towards Optimal Incentive-Driven Verification in Social Sensing Based Smart City Applications. HPCC/SmartCity/DSS (2019)
Yang Zhang, Daniel Yue Zhang, Nathan Vance, Dong Wang
An online reinforcement learning approach to quality-cost-aware task allocation for multi-attribute social sensing. Pervasive Mob. Comput. 60 (2019)
Dong Wang, Nathan Vance, Chao Huang
Who to select: Identifying critical sources in social sensing. Knowl. Based Syst. 145 (2018)
Daniel Zhang, Nathan Vance, Dong Wang
Demo Abstract: Real-Time Heterogeneous Edge Computing System for Social Sensing Applications. RTAS (2018)
Nathan Vance, Ryan Mackey, Daniel Zhang, Dong Wang
Simulating Large-Scale Social Sensing Based Edge Computing Systems with Heterogeneous Network Configurations. SECON (2018)
Nathan Vance, Daniel Yue Zhang, Yang Zhang, Dong Wang
Privacy-Aware Edge Computing in Social Sensing Applications Using Ring Signatures. ICPADS (2018)
Yang Zhang, Daniel Zhang, Nathan Vance, Dong Wang
Optimizing Online Task Allocation for Multi-Attribute Social Sensing. ICCCN (2018)
Yang Zhang, Nathan Vance, Daniel Zhang, Dong Wang
On Opinion Characterization in Social Sensing: A Multi-view Subspace Learning Approach. DCOSS (2018)
Daniel Zhang, Yang Zhang, Qi Li, Nathan Vance, Dong Wang
Robust State Prediction with Incomplete and Noisy Measurements in Collaborative Sensing. MASS (2018)
Yang Zhang, Daniel Zhang, Nathan Vance, Qi Li, Dong Wang
A Light-Weight and Quality-Aware Online Adaptive Sampling Approach for Streaming Social Sensing in Cloud Computing. ICPADS (2018)