Publication

Chapter 18: Flexible and Stretchable Devices for Human-Machine Interfaces

Wicaksono, I., Dagdeviren, C., “Chapter 18: Flexible and Stretchable Devices for Human-Machine Interfaces," Handbook of Flexible and Stretchable Electronics, CRC Press, Taylor & Francis Group 2019.

Publication

AttentivU: An EEG-Based Closed-Loop Biofeedback System for Real-Time Monitoring and Improvement of Engagement for Personalized Learning

Nataliya Kosmyna, Pattie Maes. AttentivU: An EEG-Based Closed-Loop Biofeedback System for Real-Time Monitoring and Improvement of Engagement for Personalized Learning. Sensors 2019, 19, 5200.

Publication

QTY code designed thermostable and water-soluble chimeric chemokine receptors with tunable ligand affinity

Rui Qing, Qiuyi Han, Michael Skuhersky, Haeyoon Chung, Myriam Badr, View ORCID ProfileThomas Schubert, and Shuguang Zhang. PNAS first published November 27, 2019 (https://doi.org/10.1073/pnas.1909026116). Edited by Alan R. Fersht, University of Cambridge, Cambridge, United Kingdom, and approved October 30, 2019 (received for review May 24, 2019).

Publication

Paper Dreams: Real-Time Human and Machine Collaboration for Visual Story Development

Bernal, Guillermo, Lily Zhou, Erica Yuen, and Pattie Maes. “Paper Dreams: Real-Time Human and Machine Collaboration for Visual Story Development.” XXII Generative Art Conference - GA2019, December 21, 2019.

Publication

Paper Dreams: An Interactive Interface for Generative Visual Expression

Bernal, Guillermo, Lily Zhou, Haripriya Mehta, and Pattie Maes. NeurIPS Workshop on Machine Learning for Creativity and Design, December 14, 2019.

Publication

Social and Affective Machine Learning

Jaques, Natasha. Social and Affective Machine Learning. 2019. Massachusetts Institute of Technology, PhD dissertation.

Publication

Colloidal Luminaries for Architectural Lighting

Nina M. Lutz and V. Michael Bove. 2019. Colloidal Luminaries for Architectural Lighting. In Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys '19). ACM, New York, NY, USA, 387-388. DOI: https://doi.org/10.1145/3360322.3361014

Publication

Build-a-dude : action selection networks for computational autonomous agents

Johnson, Michael Boyle. “Build-a-Dude : Action Selection Networks for Computational Autonomous Agents.” Thesis, Massachusetts Institute of Technology, 1991. https://dspace.mit.edu/handle/1721.1/67395.

Publication

Bike Swarm

Berke, A., Sanchez Lengeling, T., Nawyn, J., & Larson, K. (2019, November). Bike Swarm. In Conference Companion Publication of the 2019 on Computer Supported Cooperative Work and Social Computing (pp. 1-4). ACM.

Publication

WAVESworld, a testbed for constructing 3D semi-autonomous animated characters

Johnson, Michael Boyle. “WAVESworld, a Testbed for Constructing 3D Semi-Autonomous Animated Characters.” Thesis, Massachusetts Institute of Technology, 1995. https://dspace.mit.edu/handle/1721.1/29096.

Publication

Towards Gut-Brain Computer Interfacing: Gastric Myoelectric Activity as an Index of Subcortical Phenomena

Vujic, A., Tong, S., Picard, R., Maes, P. (2018) Towards Gut-Brain Computer Interfacing: Gastric Myoelectric Activity as an Index of Subcortical Phenomena. In 3rd International Mobile Brain/Body Imaging Conference, 135-136.

Publication

Gut-Brain Computer Interfacing (GBCI) : Wearable Monitoring of Gastric Myoelectric Activity

Vujic, A., Krause, C., Tso, G., Lin, J., Han, B., Maes, P. (2019) Gut-Brain Computer Interfacing (GBCI): Wearable Monitoring of Gastric Myoelectric Activity. In 41st Engineering in Medicine and Biology Conference (EMBC), 5886-5889.

Publication

Drivers are blamed more than their automated cars when both make mistakes

Awad, E*., Levine, S.*, Kleiman-Weiner, M., Dsouza, S., Tenenbaum, J., Shariff, A., Bonnefon, J.F., Rahwan, I. (2019). Drivers are blamed more than their automated cars when both make mistakes. Nature Human Behavior.

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Enhancing human emotions with interoceptive technologies delivering controlled somatosensory stimulation

Felix Schoeller, Adam Haar Horowitz, Abhinandan Jain, Pattie Maes. Physics of Life Reviews. 2019

Publication

Making Up the Unreal

Lutz, Nina. “Making Up the Unreal · Journal of Design and Science.” Journal of Design and Science, MIT Press, 23 Oct. 2019, https://jods.mitpress.mit.edu/pub/ristj7wg.

Publication

An Exploration of Form Factors for Sleep-Olfactory Interfaces

Amores, Judith, Dotan, Mae, Maes, Pattie. "An Exploration of Form Factors for Sleep-Olfactory Interfaces" 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Publication

ExpertMatcher: Automating ML Model Selection for Users in Resource Constrained Countries

Vivek Sharma, Praneeth Vepakomma, Tristan Swedish, Ken Chang, Jayashree Kalpathy-Cramer, Ramesh Raskar. In NeurIPS Workshop on Machine learning for the Developing World (ML4D), 2019

Publication

ExpertMatcher: Automating ML Model Selection for Clients using Hidden Representations

Vivek Sharma, Praneeth Vepakomma, Tristan Swedish, Ken Chang, Jayashree KalpathyCramer, and Ramesh Raskar. In NeurIPS Workshop on Robust AI in Financial Services: Data, Fairness, Explainability, Trustworthiness, and Privacy, 2019

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Maximal adversarial perturbations for obfuscation: Hiding certain attributes while preserving rest

Indu Ilanchezian, Praneeth Vepakomma, Abhishek Singh, Otkrist Gupta, GN Prasanna, Ramesh Raskar

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Zero-Shot Transfer Learning to Enhance Communication for Minimally Verbal Individuals with Autism using Naturalistic Data

Narain, J*., Johnson, K*., Picard, R., and Maes, P. “Zero-Shot Transfer Learning to Enhance Communication for Minimally Verbal Individuals with Autism using Naturalistic Data”. NeurIPS 2019 Joint Workshop on AI for Social Good. Accepted. *Equal Contribution.

Publication

Whose Death Matters? A Quantitative Analysis of Media Attention to Deaths of Black Americans in Police Confrontations, 2013–2016

Zuckerman, E., Matias, J., Bhargava, R., Bermejo, F., & Ko, A. (2019). Whose Death Matters? A Quantitative Analysis of Media Attention to Deaths of Black Americans in Police Confrontations, 2013–2016. International Journal Of Communication, 13, 27. Retrieved from https://ijoc.org/index.php/ijoc/article/view/8782

Publication

AttentivU: Designing EEG and EOG Compatible Glasses for Physiological Sensing and Feedback in the Car

Nataliya Kosmyna, Caitlin Morris, Thanh Nguyen, Sebastian Zepf, Javier Hernandez, and Pattie Maes. 2019. AttentivU: Designing EEG and EOG Compatible Glasses for Physiological Sensing and Feedback in the Car. In Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '19). ACM, New York, NY, USA, 355-368. DOI: https://doi.o

Publication

Detailed comparison of communication efficiency of split learning and federated learning

Detailed comparison of communication efficiency of split learning and federated learning, Abhishek Singh, Praneeth Vepakomma, Otkrist Gupta, Ramesh Raskar

Publication

Generating Black-Box Adversarial Examples for Text Classifiers Using a Deep Reinforced Model

Vijayaraghavan, Prashanth, and Deb Roy. "Generating Black-Box Adversarial Examples for Text Classifiers Using a Deep Reinforced Model." arXiv preprint arXiv:1909.07873 (2019).

Publication

RadioTalk: a large-scale corpus of talk radio transcripts

Doug Beeferman, William Brannon, and Deb Roy. (2019). RadioTalk: A large-scale corpus of talk radio transcripts. In Proceedings of the 20th Conference of the International Speech Communication Association (INTERSPEECH 2019). Graz, Austria.

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Reversed urbanism: Inferring urban performance through behavioral patterns in temporal telecom data

Noyman, A., Doorley, R., Xiong, Z., Alonso, L., Grignard, A., & Larson, K. (2019). Reversed urbanism: Inferring urban performance through behavioral patterns in temporal telecom data. Environment and Planning B: Urban Analytics and City Science, 46(8), 1480–1498. https://doi.org/10.1177/2399808319840668

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Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks

Umematsu, T., Sano, A., Taylor, S., and Picard, R. "Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks.", 2019 IEICE Society Conference, Japan, September 2019.

Publication

Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach

Rudovic, O., Zhang, M, Schuller, B., Picard, R. "Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach", In 2019 International Conference on Multimodal Interaction (ICMI ’19), October 14–18, 2019, Suzhou, China. ACM, New York, NY, USA.

Publication

Low-latency tracking of multiple permanent magnets

C. R. Taylor, H. G. Abramson, and H. M. Herr, “Low-Latency Tracking of Multiple Permanent Magnets,” IEEE Sensors Journal, pp. 1–11, 2019.

Publication

Underwater Backscatter Networking

Underwater Backscatter Networking. JunSu Jang and Fadel Adib. ACM SIGCOMM 2019

Publication

Human and Artificial Intelligence in Decision Systems for Social Development

Noriega Campero, A. (2019). Human and Artificial Intelligence in Decision Systems for Social Development (Doctoral dissertation, Massachusetts Institute of Technology).

Publication

What's your MoCho? Real-time Mode Choice Prediction Using Discrete Choice Models and a HCI Platform

Doorley, Ronan & Noyman, Ariel & Sakai, Yasushi & Larson, Kent. (2019). What's your MoCho? Real-time Mode Choice Prediction Using Discrete Choice Models and a HCI Platform. UrbComp SIGKDD 2019

Publication

Constructionism, Ethics, and Creativity: Developing Primary and Middle School Artificial Intelligence Education

Ali, S., Williams, R., Payne B., Park H., Breazeal C. (2019) Constructionism, Ethics, and Creativity: Developing Primary and Middle School Artificial Intelligence Education. Presented in the International Workshop on Education in Artificiation Intelligence K-12 (EDUAI ’19). Palo Alto, CA, USA. Proceedings of IJCAI 2019.

Publication

Meta-weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes

Rudovic, O., Utsumi, Y., Guerrero, R., Peterson, K., Rueckert, D., Picard, R. W. "Meta-weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes" Machine Learning for Healthcare Conference (ML4HC2019), August 2019.

Publication

Tweet Moodifier: Towards giving emotional awareness to Twitter users

Belen Saldias F. and Rosalind W. Picard. (2019). Tweet Moodifier: Towards giving emotional awareness to Twitter users. In Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction (ACII 2019). Cambridge, UK.

Publication

Gut-Brain Computer Interfacing (GBCI) : Wearable Monitoring of Gastric Myoelectric Activity

Vujic, A., Krause, C., Tso, G., Lin, J., Han, B., Maes, P. (2019) Gut-Brain Computer Interfacing (GBCI): Wearable Monitoring of Gastric Myoelectric Activity. In 41st Engineering in Medicine and Biology Conference (EMBC), 5886-5889.

Publication

Deep Reality: An Underwater VR experience to promote relaxation by unconscious HR, EDA and brain activity biofeedback

Judith Amores, Anna Fuste, Robert Richer and Pattie Maes. 2019. Deep Reality: An Underwater VR experience to promote relaxation by unconscious HR, EDA and brain activity biofeedback. In ACM SIGGRAPH 2019 Virtual, Augmented, and Mixed Reality (SIGGRAPH '19). ACM, Los Angeles, CA, USA, ACM 978-1-4503-6320-4/19/07. 10.1145/3306449.3328818

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Automated process incorporating machine learning segmentation and correlation of oral diseases with systemic health

Gregory Yauney, Rana A, Javia P, Wong L, Muftu A, Shah P. 41st IEEE International Engineering in Medicine and Biology Conference (2019). DOI: 10.1109/EMBC.2019.8857965

Publication

Digital reconstruction of teeth using near-infrared light

Keith Angelino, Yauney G, Rana A, Muftu A, Edlund D, Shah P. 41st IEEE International Engineering in Medicine and Biology Conference (2019). DOI: 10.1109/EMBC.2019.8857734

Publication

Artificial intelligence and machine learning in clinical development: a translational perspective

Pratik Shah, Francis Kendall, Sean Khozin, Ryan Goosen, Jianying Hu, Jason Laramie, Michael Ringel & Nicholas Schork Nature Digital Medicine volume 2, Article number: 69 (2019). DOI: 10.1038/s41746-019-0148-3

Publication

Daytime Data and LSTM can Forecast Tomorrow's Stress, Health, and Happiness

Umematsu, T., Sano, A., and Picard, R. "Daytime Data and LSTM can Forecast Tomorrow's Stress, Health, and Happiness," the 41st International Engineering in Medicine and Biology Conference (EMBC), p.2186-2190, Berlin, July 2019.

Publication

AttentivU: a Biofeedback Device to Monitor and Improve Engagement in the Workplace

Nataliya Kosmyna, Pattie Maes. 2019. AttentivU: a Biofeedback Device to Monitor and Improve Engagement in the Workplace. In the 41st International Engineering in Medicine and Biology Conference, Berlin, Germany, July 23-27.

Publication

Moon Village Reference Masterplan and Habitat Design

Haney, Max; Inocente, Daniel; Katz, Neil; Petrov, Georgi I., et al. "Moon Village Reference Masterplan and Habitat Design." International Conference on Environmental Systems. Skidmore, Owings & Merrill LLP, 2019.

Publication

Social Robots for Hospitalized Children

Logan, Deirdre, et al. "Social Robots for Hospitalized Children." Pediatrics 143.6 (2019).

Publication

BlockArt: Visualizing the 'Hundred Languages' of Code in Children's Creations

Shruti Dhariwal. BlockArt: Visualizing the 'Hundred Languages' of Code in Children's Creations. In Proceedings of the 12th ACM SIGCHI Conference on Creativity and Cognition (C&C '19), San Diego, CA, USA. June 2019.

Publication

Improving cancer diagnosis and care: clinical application of computational methods in precision oncology

Pratik Shah. Proceedings of a Workshop, National Academies of Sciences, Engineering, and Medicine. Washington, DC: The National Academies Press (2019). https://doi.org/10.17226/25404

Publication

Understanding Socio-Technical Issues Affecting the Current Microgravity Research Marketplace

C. Joseph and D. Wood, "Understanding Socio-Technical Issues Affecting the Current Microgravity Research Marketplace," 2019 IEEE Aerospace Conference, Big Sky, MT, USA, 2019, pp. 1-10. doi: 10.1109/AERO.2019.8742202

Publication

The Future of Neuroimplantable Devices: A Materials Science and Regulatory Perspective

Obidin, N., Tasnim, F., Dagdeviren, C.†, Advanced Materials, 1901482, 2019. [Invited Review Paper]

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Assessing Children's Perception and Acceptance of a Social Robot

Kory-Westlund, J. M., & Breazeal, C. (2019). Assessing Children's Perception and Acceptance of a Social Robot. Proceedings of the 18th ACM Interaction Design and Children Conference (IDC) (pp. 38-50). ACM: New York, NY.

Publication

Exploring Human-Machine Synergy and Interaction on a Robotic Instrument

Sang-won Leigh, Abhinandan Jain, Pattie Maes. 2019. Exploring Human-Machine Synergy and Interaction on a Robotic Instrument. In International Conference on New Interfaces for Musical Expression (NIME-2019)

Publication

DynamoNet: Dynamic Action and Motion Network

Ali Diba, Vivek Sharma, Luc Van Gool, and Rainer Stiefelhagen. In IEEE International Conference on Computer Vision (ICCV), 2019.

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Sonify: Making Visual Graphs Accessible

Ali S., Muralidharan L., Alfieri F., Agrawal M., Jorgensen J. (2019) Sonify: Making Visual Graphs Accessible. In: Ahram T., Taiar R., Colson S., Choplin A. (eds) Human Interaction and Emerging Technologies. IHIET 2019. Advances in Intelligent Systems and Computing, vol 1018. Springer, Cham

Publication

Holistic Large Scale Video Understanding

Ali Diba, Mohsen Fayyaz, Vivek Sharma, Manohar Paluri, Juergen Gall, Rainer Stiefelhagen and Luc Van Gool . CoRR abs/1904.11451, 2019

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Deep Image of the City: A generative approach to urban-design visualization

Publication

Massively Multiplayer Operas: Interactive Systems for Collaborative Musical Narrative

Su, D. (2019). Massively Multiplayer Operas: Interactive Systems for Collaborative Musical Narrative. Massachusetts Institute of Technology.

Publication

Weakly Supervised Object Discovery By Generative Adversarial and Ranking Networks

Ali Diba, Vivek Sharma, Rainer Stiefelhagen and Luc Van Gool. In IEEE CVPR Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision (CEFRL), 2019

Publication

Grain Prism: Hieroglyphic Interface for Granular Sampling

Advincula, Gabriela Bila, Don Derek Haddad, and Kent Larson. "Grain Prism: Hieroglyphic Interface for Granular Sampling."

Publication

Efficient Parameter-free Clustering Using First Neighbor Relations

M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen. In IEEE Computer Vision and Pattern Recognition (CVPR), 2019

Publication

Paper Dreams: An Adaptive canvas that assists users with generating and visualizing stories

Bernal, Guillermo R, et al. “Paper Dreams: An Adaptive Canvas That Assists Users with Generating and Visualizing Stories.” GANocracy Workshop on Theory, Practice and Artistry of Deep Generative Modeling , 31 May 2019, p. 1., http://ganocracy.csail.mit.edu/.

Publication

The Tradeoff Between the Utility and Risk of Location Data and Implications for Public Good

Berke, Alex, Calacci, Dan, Larson, Kent, Pentland, Alex (Sandy), "The Tradeoff Between the Utility and Risk of Location Data and Implications for Public Good," arXiv.org, 2019.

Publication

BASIC: Towards a Blockchained Agent-Based SImulator for Cities

Marrocco, L., Ferrer, E. C., Bucchiarone, A., Grignard, A., Alonso, L., Larson, K., & Pentland, A. (2018, July). BASIC: Towards a Blockchained Agent-Based SImulator for Cities. In International Workshop on Massively Multiagent Systems (pp. 144-162). Springer, Cham.