Publications

2,829 major publications by members of the MERL staff.


  •  DeRousseau, M.A., Laftchiev, E., Kasprzyk, J.R., Balaji, R., Srubar III, W.V., "Machine Learning Methods for Predicting the Field Compressive Strength of Concrete", Construction And Building Materials, DOI: 10.1016/j.conbuildmat.2019.08.042, Vol. 228, December 2019.
    BibTeX Download PDFAbout TR2019-096
    • @article{DeRousseau2019dec,
    • author = {DeRousseau, Mikaela, A. and Laftchiev, Emil and Kasprzyk, Joseph, R. and Balaji, Rajagopalan and Srubar III, Wil V.},
    • title = {Machine Learning Methods for Predicting the Field Compressive Strength of Concrete},
    • journal = {Construction And Building Materials},
    • year = 2019,
    • volume = 228,
    • month = dec,
    • doi = {10.1016/j.conbuildmat.2019.08.042},
    • url = {https://www.merl.com/publications/TR2019-096}
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "DNN-based Simultaneous Screen-to-Camera and Screen-to-Eye Communications", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-132
    • @inproceedings{Fujihashi2019dec,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
    • title = {DNN-based Simultaneous Screen-to-Camera and Screen-to-Eye Communications},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-132}
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "DNN-based Overhead Reduction for High-Quality Soft Delivery", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-133
    • @inproceedings{Fujihashi2019dec2,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
    • title = {DNN-based Overhead Reduction for High-Quality Soft Delivery},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-133}
    • }
  •  Jespersen, M.H., Pajovic, M., Koike-Akino, T., Wang, Y., Popovski, P., Orlik, P.V., "Deep Learning for Synchronization and Channel Estimation in NB-IoT Random Access Channel", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-140
    • @inproceedings{Jespersen2019dec,
    • author = {Jespersen, Mads Helge and Pajovic, Milutin and Koike-Akino, Toshiaki and Wang, Ye and Popovski, Petar and Orlik, Philip V.},
    • title = {Deep Learning for Synchronization and Channel Estimation in NB-IoT Random Access Channel},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-140}
    • }
  •  Kim, K.J., Liu, H., Wen, M., Orlik, P.V., Poor, H.V., "Distributed Asynchronous Cyclic Delay Diversity-Based Cooperative Systems with a Passive Eavesdropper", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-136
    • @inproceedings{Kim2019dec2,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Wen, Maiwen and Orlik, Philip V. and Poor, H. Vincent},
    • title = {Distributed Asynchronous Cyclic Delay Diversity-Based Cooperative Systems with a Passive Eavesdropper},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-136}
    • }
  •  Liu, B., Wei, Z., Yuan, J., Pajovic, M., "Deep Learning Assisted User Identification in Massive Machine-Type Communications", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-134
    • @inproceedings{Liu2019dec,
    • author = {Liu, Bryan and Wei, Zhiqiang and Yuan, Jinhong and Pajovic, Milutin},
    • title = {Deep Learning Assisted User Identification in Massive Machine-Type Communications},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-134}
    • }
  •  Pajovic, M., Wang, P., Koike-Akino, T., Sun, H., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi – Part I: RSS and Beam Indices", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-141
    • @inproceedings{Pajovic2019dec,
    • author = {Pajovic, Milutin and Wang, Pu and Koike-Akino, Toshiaki and Sun, Haijian and Orlik, Philip V.},
    • title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi – Part I: RSS and Beam Indices},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-141}
    • }
  •  Tanovic, O., Ma, R., Orlik, P.V., Megretski, A., "Optimal Power Encoding of OFDM Signals in All-Digital Transmitters", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-137
    • @inproceedings{Tanovic2019dec,
    • author = {Tanovic, Omer and Ma, Rui and Orlik, Philip V. and Megretski, Aleksandre},
    • title = {Optimal Power Encoding of OFDM Signals in All-Digital Transmitters},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-137}
    • }
  •  Wang, P., Koike-Akino, T., Orlik, P.V., Pajovic, M., Kim, K.J., "Variational Bayesian Symbol Detection for Massive MIMO Systems with Symbol-Dependent Transmit Impairments", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-139
    • @inproceedings{Wang2019dec,
    • author = {Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V. and Pajovic, Milutin and Kim, Kyeong Jin},
    • title = {Variational Bayesian Symbol Detection for Massive MIMO Systems with Symbol-Dependent Transmit Impairments},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-139}
    • }
  •  Wang, P., Pajovic, M., Koike-Akino, T., Sun, H., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part II: Spatial Beam SNRs", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-138
    • @inproceedings{Wang2019dec2,
    • author = {Wang, Pu and Pajovic, Milutin and Koike-Akino, Toshiaki and Sun, Haijian and Orlik, Philip V.},
    • title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part II: Spatial Beam SNRs},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-138}
    • }
  •  Kim, K.J., Guo, J., Tang, J., Orlik, P.V., "Distributed Cyclic Delay Diversity for Cooperative Infrastructure-to-Vehicle Systems", IEEE Global Communications Conference (GLOBECOM), December 2019.
    BibTeX Download PDFAbout TR2019-135
    • @inproceedings{Kim2019dec,
    • author = {Kim, Kyeong Jin and Guo, Jianlin and Tang, Jinchuan and Orlik, Philip V.},
    • title = {Distributed Cyclic Delay Diversity for Cooperative Infrastructure-to-Vehicle Systems},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-135}
    • }
  •  Bhamidipati, S., Kim, K.J., Sun, H., Orlik, P.V., Zhang, J., Joint BP and RNN for Resilient GPS Timing Against Spoofing Attacks, vol. 287 of Social Informatics and Telecommunications Engineering, Lecture Notes of the Institute for Computer Sciences, November 2019.
    BibTeX Download PDFAbout TR2019-131
    • @book{Bhamidipati2019nov,
    • author = {Bhamidipati, Sriramya and Kim, Kyeong Jin and Sun, Hongbo and Orlik, Philip V. and Zhang, Jinyun},
    • title = {Joint BP and RNN for Resilient GPS Timing Against Spoofing Attacks},
    • year = 2019,
    • volume = 287,
    • series = {Social Informatics and Telecommunications Engineering},
    • month = nov,
    • publisher = {Lecture Notes of the Institute for Computer Sciences},
    • url = {https://www.merl.com/publications/TR2019-131}
    • }
  •  Ota, K., Jha, D., Oiki, T., Miura, M., Nammoto, T., Nikovski, D.N., Mariyama, T., "Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), November 2019.
    BibTeX Download PDFAbout TR2019-129
    • @inproceedings{Ota2019nov,
    • author = {Ota, Kei and Jha, Devesh and Oiki, Tomohiro and Miura, Mamoru and Nammoto, Takashi and Nikovski, Daniel N. and Mariyama, Toshisada},
    • title = {Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2019,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2019-129}
    • }
  •  Jha, D., Raghunathan, A., Romeres, D., "Quasi-Newton Trust Region Policy Optimization", Conference on Robot Learning (CoRL), October 2019.
    BibTeX Download PDFAbout TR2019-120
    • @inproceedings{Jha2019oct,
    • author = {Jha, Devesh and Raghunathan, Arvind and Romeres, Diego},
    • title = {Quasi-Newton Trust Region Policy Optimization},
    • booktitle = {Conference on Robot Learning (CoRL)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-120}
    • }
  •  Zhang, Z., Wu, Y., Wang, G., "Unsupervised Deep Feature Transfer for Low Resolution Image Classification", IEEE International Conference on Computer Vision Workshops (ICCV), October 2019.
    BibTeX Download PDFAbout TR2019-127
    • @inproceedings{Zhang2019oct,
    • author = {Zhang, Ziming and Wu, Yuanwei and Wang, Guanghui},
    • title = {Unsupervised Deep Feature Transfer for Low Resolution Image Classification},
    • booktitle = {IEEE International Conference on Computer Vision Workshops (ICCV)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-127}
    • }
  •  Wu, Y., Marks, T., Cherian, A., Chen, S., Feng, C., Wang, G., Sullivan, A., "Unsupervised Joint 3D Object Model Learning and 6D Pose Estimation for Depth-Based Instance Segmentation", IEEE ICCV Workshop on Recovering 6D Object Pose, October 2019.
    BibTeX Download PDFAbout TR2019-118
    • @inproceedings{Wu2019oct,
    • author = {Wu, Yuanwei and Marks, Tim and Cherian, Anoop and Chen, Siheng and Feng, Chen and Wang, Guanghui and Sullivan, Alan},
    • title = {Unsupervised Joint 3D Object Model Learning and 6D Pose Estimation for Depth-Based Instance Segmentation},
    • booktitle = {IEEE ICCV Workshop on Recovering 6D Object Pose},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-118}
    • }
  •  Paul, S., van Baar, J., Roy Chowdhury, A.K., "Learning from Trajectories via Subgoal Discovery", Advances in Neural Information Processing Systems (NeurIPS), October 2019.
    BibTeX Download PDFAbout TR2019-128
    • @article{Paul2019oct,
    • author = {Paul, Sujoy and van Baar, Jeroen and Roy Chowdhury, Amit K},
    • title = {Learning from Trajectories via Subgoal Discovery},
    • journal = {Advances in Neural Information Processing Systems (NeurIPS)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-128}
    • }
  •  Kalabic, U., Chakrabarty, A., Quirynen, R., Di Cairano, S., "Learning autonomous vehicle passengers’ preferred driving styles using g-g plots and haptic feedback", IEEE Intelligent Transportation Systems Conference (ITSC), October 2019.
    BibTeX Download PDFAbout TR2019-115
    • @inproceedings{Kalabic2019oct,
    • author = {Kalabic, Uros and Chakrabarty, Ankush and Quirynen, Rien and Di Cairano, Stefano},
    • title = {Learning autonomous vehicle passengers’ preferred driving styles using g-g plots and haptic feedback},
    • booktitle = {IEEE Intelligent Transportation Systems Conference (ITSC)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-115}
    • }
  •  Maske, H., Chu, T., Kalabic, U., "Large-scale traffic control using autonomous vehicles and decentralized deep reinforcement learning", IEEE Intelligent Transportation Systems Conference (ITSC), October 2019.
    BibTeX Download PDFAbout TR2019-126
    • @inproceedings{Maske2019oct,
    • author = {Maske, Harshal and Chu, Tianshu and Kalabic, Uros},
    • title = {Large-scale traffic control using autonomous vehicles and decentralized deep reinforcement learning},
    • booktitle = {IEEE Intelligent Transportation Systems Conference (ITSC)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-126}
    • }
  •  Wang, J., Cherian, A., "GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection", IEEE International Conference on Computer Vision (ICCV), October 2019.
    BibTeX Download PDFAbout TR2019-121
    • @inproceedings{Wang2019oct2,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-121}
    • }