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Daniel McDuff

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MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing


Jan 11, 2022
Xin Liu, Yuntao Wang, Sinan Xie, Xiaoyu Zhang, Zixian Ma, Daniel McDuff, Shwetak Patel

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Camera Measurement of Physiological Vital Signs


Nov 22, 2021
Daniel McDuff

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Camera-Based Physiological Sensing: Challenges and Future Directions


Oct 26, 2021
Xin Liu, Shwetak Patel, Daniel McDuff

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Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing


Oct 10, 2021
Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis

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EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement


Oct 09, 2021
Xin Liu, Brian L. Hill, Ziheng Jiang, Shwetak Patel, Daniel McDuff

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Learning Higher-Order Dynamics in Video-Based Cardiac Measurement


Oct 07, 2021
Brian L. Hill, Xin Liu, Daniel McDuff

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CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning


Jun 25, 2021
Daniel McDuff, Yale Song, Jiyoung Lee, Vibhav Vineet, Sai Vemprala, Nicholas Gyde, Hadi Salman, Shuang Ma, Kwanghoon Sohn, Ashish Kapoor

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Contrastive Learning of Global and Local Audio-Visual Representations


Apr 07, 2021
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song

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DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization


Mar 03, 2021
Javier Hernandez, Daniel McDuff, Ognjen, Rudovic, Alberto Fung, Mary Czerwinski

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DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents


Feb 14, 2021
Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song

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Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars


Oct 24, 2020
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis

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The Benefit of Distraction: Denoising Remote Vitals Measurements using Inverse Attention


Oct 14, 2020
Ewa Nowara, Daniel McDuff, Ashok Veeraraghavan

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Spectral Synthesis for Satellite-to-Satellite Translation


Oct 12, 2020
Thomas Vandal, Daniel McDuff, Weile Wang, Andrew Michaelis, Ramakrishna Nemani


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MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement


Oct 05, 2020
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak Patel, Daniel McDuff

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Learning Audio-Visual Representations with Active Contrastive Coding


Aug 31, 2020
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song

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Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement


Jun 06, 2020
Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff

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* preprint 
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Affect-based Intrinsic Rewards for Learning General Representations


Jan 24, 2020
Dean Zadok, Daniel McDuff, Ashish Kapoor

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Do Facial Expressions Predict Ad Sharing? A Large-Scale Observational Study


Dec 21, 2019
Daniel McDuff, Jonah Berger

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* 33 pages 
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A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training


Nov 14, 2019
Alberto Fung, Daniel McDuff

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Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency


Oct 25, 2019
Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song

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Designing Style Matching Conversational Agents


Oct 16, 2019
Deepali Aneja, Rens Hoegen, Daniel McDuff, Mary Czerwinski

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* Conversational Agents: Acting on the Wave of Research and Development, CHI 2019 Workshop 
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A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities


Oct 15, 2019
Deepali Aneja, Daniel McDuff, Shital Shah

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* International Conference on Multimodal Interaction (ICMI 2019) 
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Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck


Aug 19, 2019
Shuang Ma, Daniel McDuff, Yale Song

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* ICCV 2019 
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M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention


Jul 09, 2019
Shuang Ma, Daniel McDuff, Yale Song

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iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox


Jan 14, 2019
Daniel McDuff, Ethan Blackford


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