Publications




Scaling and benchmarking self-supervised visual representation learning
Priya Goyal, Dhruv Mahajan, Abhinav Gupta, and Ishan Misra
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, pp. 6390 - 6399, October, 2019
Seeing what a GAN Cannot Generate
David Bau, Jun-Yan Zhu, Jonas Wulff, William Peebles, Hendrik Strobelt, Bolei Zhou, and Antonio Torralba
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, pp. 4501 - 4510, October, 2019
Segmentation of Vessels in Ultra High Frequency Ultrasound Sequences using Contextual Memory
T. Mathai and J. Galeotti
Conference Paper, Proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI '19), pp. 173 - 181, October, 2019
Single-Network Whole-Body Pose Estimation
Gines Hidalgo Martinez, Yaadhav Raaj, Haroon Idrees, Donglai Xiang, Hanbyul Joo, Tomas Simon, and Yaser Sheikh
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, pp. 6981 - 6990, October, 2019
Talking With Hands 16.2M: A Large-Scale Dataset of Synchronized Body-Finger Motion and Audio for Conversational Motion Analysis and Synthesis
Gilwoo Lee, Zhiwei Deng, Shugao Ma, Takaaki Shiratori, Siddhartha Srinivasa, and Yaser Sheikh
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, pp. 763 - 772, October, 2019
Task-Driven Modular Networks for Zero-Shot Compositional Learning
Senthil Purushwalkam, Maximillian Nickel, Abhinav Gupta, and Marc'aurelio Ranzato
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, pp. 3592 - 3601, October, 2019
The Blindfolded Robot: A Bayesian Approach to Planning with Contact Feedback
Brad Saund, Sanjiban Choudhury, Siddhartha Srinivasa, and Dmitry Berenson
Conference Paper, Proceedings of International Symposium on Robotics Research (ISRR '19), October, 2019
To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations
Chaitanya Ahuja, Shugao Ma, Louis-Philippe Morency, and Yaser Sheikh
Conference Paper, Proceedings of 21st ACM International Conference on Multimodal Interaction (ICMI '19), pp. 74 - 84, October, 2019
Towards Latent Attribute Discovery from Triplet Similarities
I. Nigam, P. Tokmakov, and D. Ramanan
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, pp. 402 - 410, October, 2019
Towards Segmenting Everything that Moves
Achal Dave, Pavel Tokmakov, and Deva Ramanan
Workshop Paper, ICCV '19 Workshop, pp. 1493 - 1502, October, 2019
Trust Repair in Human-Swarm Teams
Rui Liu, Zekun Cai, Michael Lewis, Joseph Lyons, and Katia Sycara
Conference Paper, Proceedings of 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN '19), October, 2019
Twitter A11y: A Browser Extension to Make Twitter Images Accessible
Cole Gleason, Amy Pavel, Emma McCamey, Christina Low, Patrick Carrington, Kris M. Kitani, and Jeffrey P. Bigham
Conference Paper, Proceedings of 21st International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '19), pp. 551 - 553, October, 2019
Unified Foothold Selection and Motion Planning for Legged Systems in Real-Time
Steven Crews, Sapan Agrawal, and Matthew Travers
Conference Paper, Proceedings of IEEE-RAS 19th International Conference on Humanoid Robots (Humanoids '19), pp. 622 - 629, October, 2019
Unsupervised Image-to-Video Clothing Transfer
A. Pumarola, V. Goswami, F. Vicente, F. De la Torre, and F. Moreno-Noguer
Workshop Paper, ICCV '19 Workshops, pp. 3181 - 3184, October, 2019
Verbal Explanations for Deep Reinforcement Learning Neural Networks with Attention on Extracted Features
Xinzhi Wang, Shengcheng Yuan, Hui Zhang, Michael Lewis, and Katia Sycara
Conference Paper, Proceedings of 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN '19), October, 2019
Weakly-supervised Action Localization with Background Modeling
P. Nguyen, D. Ramanan, and C. Fowlkes
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, pp. 5502 - 5511, October, 2019
Automated Design of Simple and Robust Manipulators for Dexterous In-Hand Manipulation Tasks using Evolutionary Strategies
Andre Meixner, Christopher Hazard, and Nancy Pollard
Conference Paper, Proceedings of IEEE-RAS 19th International Conference on Humanoid Robotics (Humanoids '19), pp. 281 - 288, October, 2019
Graph-Based Modeling, Scheduling, and Verification for Intersection Management of Intelligent Vehicles
Y.-T. Lin, H. Hsu, S.-C. Lin, C.-W. Lin, H.-R. Jiang, and C. Liu
Journal Article, ACM Transactions on Embedded Computing Systems (TECS), Vol. 18, No. 5, pp. 1 - 21, October, 2019
A Joint Optimization Approach of LiDAR-Camera Fusion for Accurate Dense 3-D Reconstructions
Zhen W, Hu Y, Liu J, and Scherer S
Journal Article, IEEE Robotics and Automation Letters, Vol. 4, No. 4, pp. 3585-3592, October, 2019
A Stereo Algorithm for Thin Obstacles and Reflective Objects
Keller J and Scherer S
Journal Article, arXiv preprint arXiv:1910. 04874, October, 2019
A multifunctional shape-morphing elastomer with liquid metal inclusions
Michael J. Ford, Cedric P. Ambulo, Teresa A. Kent, Eric J. Markvicka, Chengfeng Pan, Jonathan Malen, Taylor H. Ware, and Carmel Majidi
Journal Article, Proceedings of the National Academy of Sciences, Vol. 116, No. 43, pp. 21438 - 21444, October, 2019
Agile Depth Sensing using Triangulation Light Curtains
J. Bartels, J. Wang, W. Whittaker, and S. G. Narasimhan
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, pp. 7899 - 7907, October, 2019
Combining Deep Learning and Verification for Precise Object Instance Detection
S. Ancha, J. Nan, and D. Held
Conference Paper, Proceedings of (CoRL) Conference on Robot Learning, pp. 122 - 141, October, 2019
Contact-Implicit Trajectory Optimization Using Variational Integrators
Zac Manchester, Neel Doshi, Robert J. Wood, and Scott Kuindersma
Journal Article, International Journal of Robotics Research: Special Issue on ISRR '17, Vol. 38, No. 12, pp. 1463 - 1476, October, 2019
Distributed Learning of Decentralized Control Policies for Articulated Mobile Robots
Guillaume Sartoretti, William Paivine, Yunfei Shi, Yue Wu, and Howie Choset
Journal Article, IEEE Transactions on Robotics, Vol. 35, No. 5, pp. 1109 - 1122, October, 2019
Increasing cardiovascular data sampling frequency and referencing it to baseline improve hemorrhage detection
Anthony Wertz, Andre L. Holder, Mathieu Guillame-Bert, Gilles Clermont, Artur Dubrawski, and Michael R. Pinsky
Journal Article, Critical Care Explorations, Vol. 1, No. 10, October, 2019
Manipulation with suction cups using external contacts
Xianyi Cheng, Yifan Hou, and Matthew T. Mason
Conference Paper, Proceedings of International Symposium on Robotics Research (ISRR '19), October, 2019
Materials that make robots smart
Dana Hughes, Christoffer Heckman, and Nikolaus Correl
Journal Article, International Journal of Robotics Research: Special issue on ISRR '17, Vol. 38, No. 12, pp. 1338 - 1351, October, 2019
Registration with a small number of sparse measurements
Rangaprasad Arun Srivatsan, Nicolas Zevallos, Prasad Vagdargi, and Howie Choset
Journal Article, International Journal of Robotics Research: Special issue on ISRR '17, Vol. 38, No. 12, pp. 1403 - 1419, October, 2019
Robust and Adaptive Lower Limb Prosthesis Stance Control via Extended Kalman Filter-Based Gait Phase Estimation
N. Thatte, T. Shah, and H. Geyer
Journal Article, IEEE Robotics and Automation Letters, Vol. 4, No. 4, pp. 3129 - 3136, October, 2019
SilhoNet: An RGB Method for 6D Object Pose Estimation
Gideon Billings and M. Johnson-Roberson
Journal Article, IEEE Robotics and Automation Letters, Vol. 4, No. 4, pp. 3727 - 3734, October, 2019
Jointly Forecasting and Controlling Behavior by Learning from High-Dimensional Data
Nicholas Rhinehart
PhD Thesis, Tech. Report, CMU-RI-TR-19-76, Robotics Institute, Carnegie Mellon University, September, 2019
Designing robot behavior in human-robot interactions
C. Liu, T. Tang, H. Lin, and M. Tomizuka
Book, 1st Edition, CRC Press, 256 pages, September, 2019
Accurate tissue interface segmentation via adversarial pre-segmentation of anterior segment OCT images
Jiahong Ouyang, Tejas Sudharshan Mathai, Kira Lathrop, and John Galeotti
Journal Article, Biomedical Optics Express, Vol. 10, No. 10, pp. 5291 - 5324, September, 2019
Learning Spatio-Temporal Features with Two-Stream Deep 3D CNNs for Lipreading
Xinshuo Weng and Kris Kitani
Conference Paper, Proceedings of British Machine Vision Conference (BMVC '19), September, 2019
Pushing revisited: Differential flatness, trajectory planning, and stabilization
Jiaji Zhou, Yifan Hou, and Matthew T. Mason
Journal Article, International Journal of Robotics Research: Special Issue on ISRR '17, Vol. 38, No. 12, pp. 1477 - 1489, September, 2019
An Evaluation of Reconfigurable Wheel-Track Testbeds for Military Vehicles
H. Lyness and D. Apostolopoulos
Conference Paper, Proceedings of 15th European-African Regional Conference of the International Society for Terrain Vehicle Systems Conference (ISTVS '19), September, 2019
Integrating Context into Artificial Intelligence: Research from the Robotics Collaborative Technology Alliance
K. E. Schaefer, J. Oh, D. Aksaray, and D. Barber
Journal Article, AI Magazine, Vol. 40, No. 3, pp. 28 - 40, September, 2019
Physics-Aware 3D Mesh Synthesis
Jianren Wang and Yihui He
Conference Paper, Proceedings of International Conference on 3D Vision (3DV '19), pp. 502 - 512, September, 2019
Quantifying the Benefits of Dynamic Partial Reconfiguration for Embedded Vision Applications
M. Nguyen, R. Tamburo, S. G. Narasimhan, and J. C. Hoe
Conference Paper, Proceedings of International Conference on Field-Programmable Logic and Applications (FPL '19), pp. 129 - 135, September, 2019
Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes
C. Wang, S. Lucey, F. Perazzi, and O. Wang
Conference Paper, Proceedings of International Conference on 3D Vision (3DV '19), pp. 348 - 357, September, 2019
Learning and Reasoning with Visual Correspondence in Time
Xiaolong Wang
PhD Thesis, Tech. Report, CMU-RI-TR-19-75, Robotics Institute, Carnegie Mellon University, September, 2019
PAttNet: Patch-attentive deep network for action unit detection
Itir Onal Ertugrul, Laszlo A. Jeni, and Jeffrey F. Cohn
Conference Paper, Proceedings of British Machine Vision Conference (BMVC '19), September, 2019
Unmasking the Devil in the Details: What Works for Deep Facial Action Coding?
Koichiro Niinuma, Laszlo A. Jeni, Itir Onal Ertugrul, and Jeffrey F. Cohn
Conference Paper, Proceedings of British Machine Vision Conference (BMVC '19), September, 2019
FACS3D-Net: 3D convolution based spatiotemporal representation for action unit detection
Le Yang, Itir Onal Ertugrul, Jeffrey F. Cohn, Zakia Hammal, Dongmei Jiang, and Hichem Sahli
Conference Paper, Proceedings of 8th International Conference on Affective Computing and Intelligent Interaction (ACII '19), pp. 538 - 544, September, 2019
Artificial intelligence assists junior clinicians in assessing risk of severe cardio-respiratory instability in monitored patients
L. Chen, T. Pellathy, J. Yoon, G. Clermont, M. R. Pinsky, M. Hravnak, and A. Dubrawski
Journal Article, Intensive Care Medicine Experimental, Vol. 7, pp. 416, September, 2019
Forecasting Hemorrhagic Shock by Analyzing Plethysmograph Response to Preoperative Blood Draws
Xinyu Li, Michael Pinsky, Gilles Clermont, and Artur Dubrawski
Journal Article, Intensive Care Medicine Experimental, Vol. 7, pp. 205, September, 2019
Gram Matrices Formulation of Body Shape Motion: An Application for Depression Severity Assessment
M. Daoudi, Z. Hammal, A. Kacem, and J. F. Cohn
Workshop Paper, ACII '19 Workshops and Demos, pp. 258 - 263, September, 2019
Hemodynamic monitoring parsimony: Minimal information for rapid hemorrhage detection
Anthony Wertz, Gilles Clermont, Artur Dubrawski, and Michael R. Pinsky
Journal Article, Intensive Care Medicine Experimental, Vol. 7, pp. 851, September, 2019
Robotic retinal surgery
Emmanuel Vander Poorten, Cameron N. Riviere, Jake J. Abbott, Christos Bergeles, M. Ali Nasseri, Jin U. Kang, Raphael Sznitman, Koorosh Faridpooya, and Iulian Iordachita
Book Section/Chapter, Handbook of Robotic and Image-Guided Surgery, pp. 627 - 672, September, 2019