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Nathan Vance

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2020 – today

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2024
[j6]
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Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka:
MSPM: A Multisite Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation. IEEE Trans. Instrum. Meas. 73: 1-14 (2024)
[c21]
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  - conf/cvpr/VanceF22
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Nathan Vance, Patrick J. Flynn:
Refining Remote Photoplethysmography Architectures using CKA and Empirical Methods. CVPR Workshops 2024: 380-388
[i13]
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  - journals/corr/abs-2401-04801
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Nathan Vance, Patrick J. Flynn:
Refining Remote Photoplethysmography Architectures using CKA and Empirical Methods. CoRR abs/2401.04801 (2024)
[i12]
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  - journals/corr/abs-2402-02224
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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 abs/2402.02224 (2024)
[i11]
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  - journals/corr/abs-2404-08184
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Nathan Vance, Patrick J. Flynn:
Measuring Domain Shifts using Deep Learning Remote Photoplethysmography Model Similarity. CoRR abs/2404.08184 (2024)
[i10]
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  - journals/corr/abs-2404-13449
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka:
SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals. CoRR abs/2404.13449 (2024)
2023
[c20]
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  - conf/biostec/SpethVSNFC23
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Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka:
Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation. BIOSIGNALS 2023: 106-117
[c19]
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  - conf/cvpr/VanceSSF23
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Nathan Vance, Jeremy Speth, Benjamin Sporrer, Patrick J. Flynn:
Promoting Generalization in Cross-Dataset Remote Photoplethysmography. CVPR Workshops 2023: 5985-5993
[c18]
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  - conf/cvpr/NiuSVSCF23
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Lu Niu, Jeremy Speth, Nathan Vance, Benjamin Sporrer, Adam Czajka, Patrick J. Flynn:
Full-Body Cardiovascular Sensing with Remote Photoplethysmography. CVPR Workshops 2023: 5994-6004
[c17]
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka:
Non-Contrastive Unsupervised Learning of Physiological Signals from Video. CVPR 2023: 14464-14474
[i9]
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  - journals/corr/abs-2303-06452
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Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka:
Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation. CoRR abs/2303.06452 (2023)
[i8]
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  - journals/corr/abs-2303-07944
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka:
Non-Contrastive Unsupervised Learning of Physiological Signals from Video. CoRR abs/2303.07944 (2023)
[i7]
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  - journals/corr/abs-2303-09638
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Lu Niu, Jeremy Speth, Nathan Vance, Benjamin Sporrer, Adam Czajka, Patrick J. Flynn:
Full-Body Cardiovascular Sensing with Remote Photoplethysmography. CoRR abs/2303.09638 (2023)
[i6]
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  - journals/corr/abs-2305-15199
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Nathan Vance, Jeremy Speth, Benjamin Sporrer, Patrick J. Flynn:
Promoting Generalization in Cross-Dataset Remote Photoplethysmography. CoRR abs/2305.15199 (2023)
2022
[j5]
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  - journals/tbbis/VanceSKCBWF22
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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): 522-532 (2022)
[c16]
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  - conf/cvpr/SpethVFBC22
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
Remote Pulse Estimation in the Presence of Face Masks. CVPR Workshops 2022: 2085-2094
[c15]
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  - conf/wacv/SpethVFBC22
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
Digital and Physical-World Attacks on Remote Pulse Detection. WACV 2022: 2795-2804
2021
[j4]
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  - journals/cviu/SpethVFBC21
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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: 103246 (2021)
[c14]
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  - conf/icb/SpethVCBWF21
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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: 1-8
[i5]
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  - journals/corr/abs-2101-04096
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
Remote Pulse Estimation in the Presence of Face Masks. CoRR abs/2101.04096 (2021)
[i4]
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  - journals/corr/abs-2106-06583
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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 abs/2106.06583 (2021)
[i3]
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  - journals/corr/abs-2110-11525
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
Digital and Physical-World Attacks on Remote Pulse Detection. CoRR abs/2110.11525 (2021)

2010 – 2019

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2019
[j3]
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  - journals/percom/ZhangZVW19
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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)
[j2]
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  - journals/tbd/ZhangWVZM19
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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): 195-208 (2019)
[c13]
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  - conf/hpcc/VanceZW19
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Nathan Vance, Daniel Zhang, Dong Wang:
EdgeCache: A Game-Theoretic Edge-Based Content Caching System for Crowd Video Sharing. HPCC/SmartCity/DSS 2019: 750-757
[c12]
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  - conf/hpcc/VanceZ0019
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Nathan Vance, Daniel Zhang, Yang Zhang, Dong Wang:
Towards Optimal Incentive-Driven Verification in Social Sensing Based Smart City Applications. HPCC/SmartCity/DSS 2019: 2700-2707
[c11]
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  - conf/icccn/ZhangVW19
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Daniel Zhang, Nathan Vance, Dong Wang:
When Social Sensing Meets Edge Computing: Vision and Challenges. ICCCN 2019: 1-9
[c10]
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  - conf/iotdi/ZhangRLV019
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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: 37-48
[c9]
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  - conf/rtss/ZhangVZRW19
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Daniel Zhang, Nathan Vance, Yang Zhang, Md. Tahmid Rashid, Dong Wang:
EdgeBatch: Towards AI-Empowered Optimal Task Batching in Intelligent Edge Systems. RTSS 2019: 366-379
[c8]
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  - conf/smartcomp/VanceRZ019
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Nathan Vance, Md. Tahmid Rashid, Daniel Zhang, Dong Wang:
Towards Reliability in Online High-Churn Edge Computing: A Deviceless Pipelining Approach. SMARTCOMP 2019: 301-308
[i2]
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  - journals/corr/abs-1905-07528
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Daniel Zhang, Nathan Vance, Dong Wang:
When Social Sensing Meets Edge Computing: Vision and Challenges. CoRR abs/1905.07528 (2019)
[i1]
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  - journals/corr/abs-1909-05388
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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 abs/1909.05388 (2019)
2018
[j1]
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  - journals/kbs/WangVH18
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Dong Wang, Nathan Vance, Chao Huang:
Who to select: Identifying critical sources in social sensing. Knowl. Based Syst. 145: 98-108 (2018)
[c7]
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  - conf/dcoss/ZhangVZW18
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Yang Zhang, Nathan Vance, Daniel Zhang, Dong Wang:
On Opinion Characterization in Social Sensing: A Multi-view Subspace Learning Approach. DCOSS 2018: 155-162
[c6]
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  - conf/icccn/ZhangZVW18
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Yang Zhang, Daniel Zhang, Nathan Vance, Dong Wang:
Optimizing Online Task Allocation for Multi-Attribute Social Sensing. ICCCN 2018: 1-9
[c5]
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  - conf/icpads/ZhangZVLW18
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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: 1-8
[c4]
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  - conf/icpads/VanceZZW18
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Nathan Vance, Daniel Yue Zhang, Yang Zhang, Dong Wang:
Privacy-Aware Edge Computing in Social Sensing Applications Using Ring Signatures. ICPADS 2018: 755-762
[c3]
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  - conf/mass/ZhangZLVW18
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Daniel Zhang, Yang Zhang, Qi Li, Nathan Vance, Dong Wang:
Robust State Prediction with Incomplete and Noisy Measurements in Collaborative Sensing. MASS 2018: 460-468
[c2]
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  - conf/rtas/ZhangV018
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Daniel Zhang, Nathan Vance, Dong Wang:
Demo Abstract: Real-Time Heterogeneous Edge Computing System for Social Sensing Applications. RTAS 2018: 101-102
[c1]
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  - conf/secon/VanceMZ018
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Nathan Vance, Ryan Mackey, Daniel Zhang, Dong Wang:
Simulating Large-Scale Social Sensing Based Edge Computing Systems with Heterogeneous Network Configurations. SECON 2018: 466-467

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