Publications




Efficient K-Shot Learning with Regularized Deep Networks
Donghyun Yoo, Haoqi Fan, Vishnu Bodetti, and Kris M. Kitani
Conference Paper, Proceedings of 32nd AAAI Conference on Artificial Intelligence (AAAI '18), pp. 4382 - 4389, February, 2018
Environment model adaptation for mobile robot exploration
E. Nelson, M. Corah, and N. Michael
Journal Article, Autonomous Robots, Vol. 42, No. 5, pp. 257 - 272, February, 2018
Expressive Real-Time Intersection Scheduling
R. Goldstein and S. F. Smith
Conference Paper, Proceedings of 32nd AAAI Conference on Artificial Intelligence (AAAI '18), pp. 6177 - 6185, February, 2018
EyeSLAM: Real-time localization and mapping of retinal vessels during intraocular microsurgery
Daniel Braun, Sungwook Yang, Joseph N. Martel, Cameron N. Riviere, and Brian C. Becker
Journal Article, International Journal of Medical Robotics and Computer Assisted Surgery, Vol. 14, No. 1, pp. e1848, February, 2018
Objective Measurement of Head Movement Differences in Children With and Without Autism Spectrum Disorder
Katherine B. Martin, Zakia Hammal, Gang Ren, Jeffrey F. Cohn, Justine Cassell, Mitsunori Ogihara, Jennifer C. Britton, Anibal Gutierrez, and Daniel S. Messinger
Journal Article, Molecular Autism, Vol. 27, No. 9, February, 2018
Teaching Artificial Intelligence and Humanity
Jennifer Keating and Illah R. Nourbakhsh
Magazine Article, Communications of the ACM, Vol. 61, No. 2, pp. 29 - 32, February, 2018
The milliDelta: A high-bandwidth, high-precision, millimeter-scale Delta robot
Hayley McClintock, F. Zeynep Temel, Neel Doshi, Je-sung Koh, and Robert J. Wood
Journal Article, Science Robotics, Vol. 3, No. 14, January, 2018
A System Decomposition for Real-time Efficient and Safe Motion Generation for Autonomous Flying Systems
Sebastian Scherer, Sanjiban Choudhury, Silvio Maeta, Daniel Althoff, Sankalp Arora, Vishal Dugar, and Brian MacAllister
Miscellaneous, Invention Disclosure 2018-007 (Provisional Patent Filed), January, 2018
Computer Mediated Communication in Negotiations: The Effect of Intragroup Faultlines on Intergroup Communication and Outcomes
Keivan Bahmani, Zhaleh Semnani-Azad, Wendi L. Adair, and Katia P. Sycara
Conference Paper, Proceedings of 51st Hawaii International Conference on System Sciences (HICSS '18), pp. 698 - 706, January, 2018
Team Faultline Measures: Rescaling the Weights of Diversity Attributes
Keivan Bahmani, Zhaleh Semnani–Azad, Michael Lewis, and Katia P. Sycara
Conference Paper, Proceedings of 51st Hawaii International Conference on System Sciences (HICSS '18), pp. 379 - 387, January, 2018
Vision Augmented Localization using Vector-maps of Waterways
Andrew Ye, Homer F. Baker, Heather Jones, and William Whittaker
Conference Paper, Proceedings of AIAA Guidance, Navigation, and Control Conference (GNC '18), pp. 2244 - 2251, January, 2018
Python Implementation of the Social Attention model following the paper: Anirudh Vemula, Katharina Muelling, Jean Oh, “Social Attention: Modeling Attention in Human Crowds
A. Vemula, K. Muelling, and J. Oh
Miscellaneous, CMU Invention Disclosure 2018-079, January, 2018
Efficient prioritization in explicit adaptive NMPC through reachable-space search
V. R. Desaraju and N. Michael
Conference Paper, Proceedings of AIAA Guidance, Navigation, and Control Conference (GNC '18), January, 2018
A decision-theoretic approach for the collaborative control of a smart wheelchair
Mahmoud Ghorbel, Joelle Pineau, Richard Gourdeau, Shervin Javdani, and Siddhartha Srinivasa
Journal Article, International Journal of Social Robotics, Vol. 10, No. 1, pp. 131 - 145, 2018
Accuracy of identifying venous thromboembolism by administrative coding compared to manual review
Tiffany Pellathy, Melissa Saul, Gilles Clermont, Chirag Nagpal, Artur Dubrawski, Michael Pinsky, and Marilyn Hravnak
Journal Article, Critical Care Medicine, Vol. 46, No. 1, pp. 85, 2018
Interacting with Intelligent Characters in AR
Gokcen Cimen, Ye Yuan, Robert W. Sumner, Stelian Coros, and Martin Guay
Journal Article, International SERIES on Information Systems and Management in Creative eMedia (CreMedia), pp. 24 - 29, 2018
Mobile service robot state revealing through expressive lights: Formalism, design, and evaluation
Kim Baraka and Manuela Veloso
Journal Article, International Journal of Social Robotics, Vol. 10, No. 1, pp. 65 - 92, 2018
Sufficient Sampling Frequency for Machine Learning to Separate Monitoring Artifact from Instability
Anthony Wertz, Marilyn Hravnak, Artur Dubrawski, Lujie Chen, Tiffany Pellathy, Gilles Clermont, and Michael Pinsky
Journal Article, Critical Care Medicine, Vol. 46, No. 1, pp. 19, 2018
WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images
Jie Li, Katherine A. Skinner, Ryan Eustice, and M. Johnson-Roberson
Journal Article, IEEE Robotics and Automation Letters, Vol. 3, No. 1, pp. 387 - 394, 2018
Projecting Emotions through Aquatic Interactions and the Creation of a Water-Propulsion Robot
Sarah T. Tan
Master's Thesis, Tech. Report, CMU-RI-TR-17-70, Robotics Institute, Carnegie Mellon University, December, 2017
Sparse Point Registration
Arun Srivatsan Rangaprasad, Prasad Vagdargi, and Howie Choset
Conference Paper, Proceedings of 18th International Symposium on Robotics Research (ISRR '17), pp. 743 - 758, December, 2017
Manufacturing of a 3D Soft Sensor for Feedback Control of Pneumatic Muscles and Applications with Cylindrical Structures
Luis Valle
Master's Thesis, Tech. Report, CMU-RI-TR-17-72, Robotics Institute, Carnegie Mellon University, December, 2017
Pushing revisited: Differential flatness, trajectory planning and stabilization
Jiaji Zhou and Matthew T. Mason
Conference Paper, Proceedings of International Symposium on Robotics Research (ISRR '17), pp. 605 - 620, December, 2017
Creating Human-like Fighting Game AI through Planning
Roger Liu
Master's Thesis, Tech. Report, December, 2017
Mathematical Models of Adaptation in Human-Robot Collaboration
Stefanos Nikolaidis
PhD Thesis, Tech. Report, CMU-RI-TR-17-71, Robotics Institute, Carnegie Mellon University, December, 2017
Neuromuscular models for locomotion
A Prochazka, S Gosgnach, C Capaday, and Hartmut Geyer
Book Section/Chapter, In Bioinspired Legged Locomotion: Models, Concepts, Control and Applications, pp. 401 - 453, December, 2017
Learning to Model the Tail
Yuxiong Wang, Deva Kannan Ramanan, and Martial Hebert
Conference Paper, Proceedings of (NeurIPS) Neural Information Processing Systems, pp. 7032 - 7042, December, 2017
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs
Sanjiban Choudhury, Shervin Javdani, Siddhartha Srinivasa, and Sebastian Scherer
Conference Paper, Proceedings of (NeurIPS) Neural Information Processing Systems, pp. 4634 - 4644, December, 2017
Active Link Inference for Case Building Investigation
Reihaneh Rabbany, David Bayani, and Artur W. Dubrawski
Workshop Paper, NIPS '17 Workshop on Advances in Modeling and Learning Interactions from Complex Data (AMLICD '17), December, 2017
Attentional Pooling for Action Recognition
R. Girdhar and D. Ramanan
Conference Paper, Proceedings of (NeurIPS) Neural Information Processing Systems, pp. 33 - 44, December, 2017
Deep Learning Methods for Quantifying Invasive Benthic Species in the Great Lakes
Gideon Billings, K. Skinner, and M. Johnson-Roberson
Conference Paper, Proceedings of American Geophysical Union Fall Meeting Abstracts, December, 2017
Internal Bleeding Detection by Multi-View Correlation Clustering of Central Venous Pressure
Eric Lei, Kyle Miller, Artur Dubrawski, and Michael Pinsky
Workshop Paper, NIPS '17 Workshop on Machine Learning for Healthcare (ML4H) '17, December, 2017
Noise-Tolerant Interactive Learning Using Pairwise Comparisons
Yichong Xu, Hongyang Zhang, Kyle Miller, Aarti Singh, and Artur Dubrawski
Conference Paper, Proceedings of (NeurIPS) Neural Information Processing Systems, pp. 2428 - 2437, December, 2017
Tongue Operated Integrated System
Jhanak Johri, Jyothi Pillai, and Manasi Shakya
Conference Paper, Proceedings of 14th IEEE India Council International Conference (INDICON '17), December, 2017
Toward Multimodal Image-to-Image Translation
Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, and Eli Shechtman
Conference Paper, Proceedings of (NeurIPS) Neural Information Processing Systems, pp. 465 - 476, December, 2017
Variational Contact-Implicit Trajectory Optimization
Zac Manchester and Scott Kuindersma
Conference Paper, Proceedings of International Symposium on Robotics Research (ISRR '17), pp. 985 - 1000, December, 2017
A Survey of Ranging and Imaging Techniques for Precision Agriculture Phenotyping
Francisco Yandun Narvaez, Giulio Reina, Miguel Torres-Torriti, George Kantor, and Fernando Auat Cheein
Journal Article, IEEE/ASME Transactions on Mechatronics, Vol. 22, No. 6, pp. 2428 - 2439, December, 2017
Boundary First Flattening
Rohan Sawhney and Keenan Crane
Journal Article, ACM Transactions on Graphics, Vol. 37, No. 1, December, 2017
Detecting damped Ly alpha absorbers with Gaussian processes
R. Garnett, S. Ho, S. Bird, and J. Schneider
Journal Article, Monthly Notices of the Royal Astronomical Society (MNRAS), Vol. 472, No. 2, pp. 1850 - 1865, December, 2017
Different underlying motivations and abilities predict student versus teacher persistence in an online course
Ross M. Higashi, Christian D. Schunn, and Jesse B. Flot
Journal Article, Educational Technology Research and Development, Vol. 65, No. 6, pp. 1471 - 1493, December, 2017
EyeQual: Accurate, Explainable, Retinal Image Quality Assessment
Pedro Costa, Aurelio Campilho, B. Hooi, Asim Smailagic, Kris Kitani, S. Liu, Christos Faloutsos, and Adrian Galdran
Conference Paper, Proceedings of 16th IEEE International Conference on Machine Learning and Applications (ICMLA '17), pp. 323 - 330, December, 2017
Physiological motion modeling for organ-mounted robots
Nathan A. Wood, David Schwartzman, Marco A. Zenati, and Cameron N. Riviere
Journal Article, International Journal of Medical Robotics and Computer Assisted Surgery, Vol. 13, No. 4, pp. e1805, December, 2017
Predictive-State Decoders: Encoding the Future into Recurrent Networks
Arun Venkatraman, Nicholas Rhinehart, Wen Sun, Lerrel Pinto, Martial Hebert, Byron Boots, Kris M. Kitani, and J. Andrew Bagnell
Conference Paper, Proceedings of (NeurIPS) Neural Information Processing Systems, pp. 1172 - 1183, December, 2017
Early-season Vineyard Shoot and Leaf Estimation Using Computer Vision
Harjatin Singh Baweja, Tanvir Parhar, and Stephen Nuske
Conference Paper, Proceedings of ASABE Annual International Meeting, November, 2017
‘Autistic Robots’ for Embodied Emulation of Behaviors Typically Seen in Children with Different Autism Severities
Kim Baraka, Francisco Melo, and Manuela Veloso
Conference Paper, Proceedings of International Conference on Social Robotics (ICSR '17), pp. 105 - 114, November, 2017
Online Decision Making for Stream-based Robotic Sampling via Submodular Optimization
Wenhao Luo, Changjoo Nam, and Katia Sycara
Conference Paper, Proceedings of IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI '17), pp. 118 - 123, November, 2017
The Complexities of Grasping in the Wild
Yuzuko C. Nakamura, Daniel M. Troniak, Alberto Rodriguez, Matthew T. Mason, and Nancy Pollard
Conference Paper, Proceedings of IEEE-RAS 17th International Conference on Humanoid Robots (Humanoids '17), pp. 233 - 240, November, 2017
Reverse Curriculum Generation for Reinforcement Learning
Carlos Florensa, David Held, Markus Wulfmeier, and Pieter Abbeel
Conference Paper, Proceedings of (CoRL) Conference on Robot Learning, pp. 482 - 495, November, 2017
A Generalized Model for Multimodal Perception
Sz-Rung Shiang, Anatole Gershman, and Jean Hyaejin Oh
Conference Paper, Proceedings of AAAI '17 Fall Symposium, November, 2017
Answer-Aware Attention on Grounded Question Answering in Images
Junjie Hu, Desai Fan, Shuxin Yao, and Jean Hyaejin Oh
Conference Paper, Proceedings of AAAI '17 Fall Symposium on Natural Communication for Human Robot Collaboration, November, 2017