MIT Media Lab / Fluid Interfaces
Narain, J.* & Johnson, K.T.*, Picard, R.W., Maes, P. "Zero-Shot Transfer Learning to Enhance Communication for Minimally Verbal Individuals with Autism using Naturalistic Data," NeurIPS Workshop on AI for Social Good, December 2019. (*equal contribution)
Johnson, K.T.*, Narain, J.*, Ferguson, C., Picard, R., and Maes, P. (*Equal Contribution). The ECHOS Platform to Enhance Communication for Nonverbal Children with Autism: A Case Study. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems (Case Studies). Accepted.
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.
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.
Bernal, Guillermo, Lily Zhou, Haripriya Mehta, and Pattie Maes. NeurIPS Workshop on Machine Learning for Creativity and Design, December 14, 2019.
Felix Schoeller, Adam Haar Horowitz, Abhinandan Jain, Pattie Maes. Physics of Life Reviews. 2019
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.
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
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.
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
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.
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)
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/.
Koushik, A., Amores, J., & Maes, P. (2019, May). Real-time Smartphone-based Sleep Staging using 1-Channel EEG . In 2019 IEEE 16th International Conference on Wearable and Implantable Body Sensor Networks (BSN). IEEE.
Amores, J., Fuste, A., Richer, R., & Maes, P. (2019, May). Deep Reality: Towards Increasing Relaxation in VR with subtly changing light, sound and movement based on HR, EDA, and EEG. In Proceedings of the 2019 CHI Conference Extended Abstracts on Human Factors in Computing Systems . ACM.
Harpreet Sareen, Jiefu Zheng, and Pattie Maes. 2019. Cyborg Botany: Augmented Plants as Sensors, Displays and Actuators. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems (CHI EA '19). ACM, New York, NY, USA.
Nataliya Kosmyna, Caitlin Morris, Utkarsh Sarawgi, Thanh Nguyen and Pattie Maes. 2019. AttentivU: A Biofeedback System for Real-time Monitoring and Improvement of Engagement. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems (CHI EA '19). ACM, New York, NY, USA, Paper VS07, 2 pages. DOI: https://doi.org/10.1145/3290607.3311768
Nataliya Kosmyna, Caitlin Morris, Utkarsh Sarawgi, Thanh Nguyen, Pattie Maes. 2019. AttentivU: a Wearable Pair of EEG and EOG Glasses for Real-Time Physiological Processing. In the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN’19), Chicago, IL, United States, May 19-22.
Misha Sra, Abhinandan Jain, and Pattie Maes. 2019. Adding Proprioceptive Feedback to Virtual Reality Experiences Using Galvanic Vestibular Stimulation. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI '19). ACM, New York, NY, USA, Paper 675, 14 pages. DOI: https://doi.org/10.1145/3290605.3300905
Harpreet Sareen and Pattie Maes. 2019. Cyborg Botany: Exploring In-Planta Cybernetic Systems for Interaction. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems (CHI EA '19). ACM, New York, NY, USA
P. Pataranutaporn, A. Jain, C. M. Johnson, P. Shah and P. Maes, "Wearable Lab on Body: Combining Sensing of Biochemical and Digital Markers in a Wearable Device," 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 3327-3332. doi: 10.1109/EMBC.2019.8857479
Schoeller, Felix, et al. "Combining virtual reality and biofeedback to foster empathic abilities in humans." Frontiers in psychology 9 (2018): 2741.
Abhay Koushik, Judith Amores, Pattie Maes, Real-Time Sleep Staging using Deep Learning on a Smartphone for a Wearable EEG, Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216
Hernandez J., McDuff D., Quigley K., Maes P., and Picard R., "Wearable Motion-based Heart-rate at Rest: A Workplace Evaluation," Journal of Biomedical and Health Informatics, 2018.
Bernal, Guillermo, et al. "PhysioHMD: a conformable, modular toolkit for collecting physiological data from head-mounted displays." Proceedings of the 2018 ACM International Symposium on Wearable Computers. ACM, 2018.
Nataliya Kosmyna, Utkarsh Sarawgi, and Pattie Maes. 2018. AttentivU: Evaluating the Feasibility of Biofeedback Glasses to Monitor and Improve Attention. In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers (UbiComp '18). ACM, New York, NY, USA, 999-1005. DOI: https://doi.org/10.1145/3267305.32741
Amores, J., Hernandez, J., Dementyev, A., Wang, X., Maes, P. "BioEssence: A Wearable Olfactory Display that Monitors Cardio-respiratory Information to Support Mental Wellbeing," Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018
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.
Christian Vázquez, Lei Xia, Takako Aikawa, Pattie Maes "Words in Motion: Kinesthetic Language Learning in Virtual Reality", 2018 IEEE 18th International Conference on Advanced Learning Technologies (ICALT)
Sang-won Leigh, Harshit Agrawal, Pattie Maes
Mina Khan, Fernando Trujano, Pattie Maes, "Mathland: Constructionist Mathematical Learning in the Real World Using Immersive Mixed Reality" International Conference on Immersive Learning
Mina Khan, Fernando Trujano, Ashris Choudhury, Pattie Maes, "Mathland: Playful Mathematical Learning in Mixed Reality" CHI EA '18 Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems
Haar Horowitz, A. et al. Dormio: Interfacing with dreams.Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems. ACM, New York, 2018.
Sra, Misha, Xuhai Xu, and Pattie Maes. "BreathVR: Leveraging Breathing as a Directly Controlled Interface for Virtual Reality Games." Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. ACM, 2018.
Sang-won Leigh, et al. "Morphology Extension Kit: A Modular Robotic Platform for Physically Reconfigurable Wearables." TEI 18, pp 11-18, March 3, 2018.
A. Kapur, S. Kapur, and P. Maes, "AlterEgo: A Personalized Wearable Silent Speech Interface." 23rd International Conference on Intelligent User Interfaces (IUI 2018), pp 43-53, March 5, 2018.
Judith Amores ; Robert Richer ; Nan Zhao ; Pattie Maes ; Bjoern M. Eskofier. "Promoting relaxation using virtual reality, olfactory interfaces and wearable EEG." Institute of Electrical and Electronics Engineers (IEEE). April 5, 2018.
Jochen Huber, Roy Shilkrot, Pattie Maes, Suranga Nanayakkara. https://doi.org/10.1007/978-981-10-6404-3
Yuhan Hu, Sang-won Leigh, and Pattie Maes. 2017. Hand Development Kit: Soft Robotic Fingers as Prosthetic Augmentation of the Hand. In Adjunct Publication of the 30th Annual ACM Symposium on User Interface Software and Technology (UIST '17). ACM, New York, NY, USA, 27-29.
Valentin Heun
Katia Vega, Nan Jiang, Xin Liu, Viirj Kan, Nick Barry, Pattie Maes, Ali Yetisen, Joe Paradiso. " The dermal abyss: interfacing with the skin by tattooing biosensors." Proceedings of the 2017 ACM International Symposium on Wearable Computers, ISWC '17 , p. 138-145, 2017.
Greenwald, Scott W., Wang, Zhangyuan, Funk, Markus & Maes, Pattie (2017). Investigating Social Presence and Communication with Embodied Avatars in Room-Scale Virtual Reality. Immersive Learning Research Network Conference, iLRN 2017. http://hdl.handle.net/1721.1/108441
Guillermo Bernal, Sara Colombo, Mohammed Al Ai Baky, and Federico Casalegno. 2017. Safety++: Designing IoT and Wearable Systems for Industrial Safety through a User Centered Design Approach. In Proceedings of the 10th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA '17). ACM, New York, NY, USA, 163-170. DOI: https://doi.org/10.1145/3056540.3056557
Vazquez, Christian David, et al. "Serendipitous Language Learning in Mixed Reality." Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems. ACM, 2017.
Judith Amores and Pattie Maes. 2017. Essence: Olfactory Interfaces for Unconscious Influence of Mood and Cognitive Performance. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '17). ACM, Denver, CO, USA. DOI: http://dx.doi.org/10.1145/3025453.3026004
Gugenheimer, J., Stemasov, E., Sareen, H., & Rukzio, E. (2017, May). FaceDisplay: Enabling Multi-User Interaction for Mobile Virtual Reality. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (pp. 369-372). ACM.
Bernal, Guillermo, and Pattie Maes. "Emotional Beasts: Visually Expressing Emotions through Avatars in VR." Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems. ACM, 2017.
Sareen, H., Umapathi, U., Shin, P., Kakehi, Y., Ou, J., Ishii, H., & Maes, P. (2017, May). Printflatables: Printing Human-Scale, Functional and Dynamic Inflatable Objects. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (pp. 3669-3680). ACM.
Leigh, S. W., Sareen, H., Kao, H. L. C., Liu, X., & Maes, P. (2017). Body-Borne Computers as Extensions of Self. Computers, 6(1), 12.
Misha Sra, Sergio Garrido-Jurado, Chris Schmandt, and Pattie Maes. 2016. Procedurally generated virtual reality from 3D reconstructed physical space. In Proceedings of the 22nd ACM Conference on Virtual Reality Software and Technology (VRST '16).