Publications

3,809 major publications by members of the MERL staff.


  •  Elamvazhuthi, K., Grover, P., Berman, S., "Optimal Transport over Deterministic Discrete-time Nonlinear Systems using Stochastic Feedback Laws", IEEE Control Systems Letters, DOI: 10.1109/​LCSYS.2018.2855185, Vol. 3, No. 1, pp. 168-173, July 2018.
    BibTeX TR2018-111 PDF
    • @article{Elamvazhuthi2018jul,
    • author = {Elamvazhuthi, Karthik and Grover, Piyush and Berman, Spring},
    • title = {{Optimal Transport over Deterministic Discrete-time Nonlinear Systems using Stochastic Feedback Laws}},
    • journal = {IEEE Control Systems Letters},
    • year = 2018,
    • volume = 3,
    • number = 1,
    • pages = {168--173},
    • month = jul,
    • doi = {10.1109/LCSYS.2018.2855185},
    • url = {https://www.merl.com/publications/TR2018-111}
    • }
  •  Xiao, Y., Taguchi, Y., Kamat, V.R., "Coupling Point Cloud Completion and Surface Connectivity Relation Inference for 3D Modeling of Indoor Building Environments", Journal of Computing in Civil Engineering, DOI: 10.1061/​(ASCE)CP.1943-5487.0000776, Vol. 32, No. 5, July 12, 2018.
    BibTeX TR2018-096 PDF
    • @article{Xiao2018jul,
    • author = {Xiao, Yong and Taguchi, Yuichi and Kamat, Vineet R.},
    • title = {{Coupling Point Cloud Completion and Surface Connectivity Relation Inference for 3D Modeling of Indoor Building Environments}},
    • journal = {Journal of Computing in Civil Engineering},
    • year = 2018,
    • volume = 32,
    • number = 5,
    • month = jul,
    • doi = {10.1061/(ASCE)CP.1943-5487.0000776},
    • url = {https://www.merl.com/publications/TR2018-096}
    • }
  •  Sanz, I., Bernal, C., Bono, A., Pajovic, M., Martinez, G., "Gaussian Process Regression Applied to VRLA Battery Voltage Prediction in Photovoltaic Off-Grid Systems", Jornada de Jovenes Investigadores, July 11, 2018.
    BibTeX TR2018-077 PDF
    • @inproceedings{Sanz2018jul,
    • author = {Sanz, Ivan and Bernal, Carlos and Bono, Antonio and Pajovic, Milutin and Martinez, Gabriel},
    • title = {{Gaussian Process Regression Applied to VRLA Battery Voltage Prediction in Photovoltaic Off-Grid Systems}},
    • booktitle = {Jornada de Jovenes Investigadores},
    • year = 2018,
    • number = 6,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-077}
    • }
  •  Knyazev, A., "On spectral partitioning of signed graphs", SIAM Workshop on Combinatorial Scientific Computing, July 11, 2018.
    BibTeX TR2018-070 PDF
    • @inproceedings{Knyazev2018jul,
    • author = {Knyazev, Andrew},
    • title = {{On spectral partitioning of signed graphs}},
    • booktitle = {SIAM Workshop on Combinatorial Scientific Computing},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-070}
    • }
  •  Berntorp, K., Weiss, A., Di Cairano, S., "GNSS Ambiguity Resolution by Adaptive Mixture Kalman Filter", International Conference on Information Fusion (FUSION), DOI: 10.23919/​ICIF.2018.8455617, July 2018.
    BibTeX TR2018-103 PDF
    • @inproceedings{Berntorp2018jul2,
    • author = {Berntorp, Karl and Weiss, Avishai and {Di Cairano}, Stefano},
    • title = {{GNSS Ambiguity Resolution by Adaptive Mixture Kalman Filter}},
    • booktitle = {International Conference on Information Fusion (FUSION)},
    • year = 2018,
    • month = jul,
    • doi = {10.23919/ICIF.2018.8455617},
    • url = {https://www.merl.com/publications/TR2018-103}
    • }
  •  Pan, Y., Farahmand, A.-M., White, M., Nabi, S., Grover, P., Nikovski, D.N., "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control", International Conference on Machine Learning (ICML), July 2018.
    BibTeX TR2018-101 PDF
    • @inproceedings{Pan2018jul,
    • author = {Pan, Yangchen and Farahmand, Amir-massoud and White, Martha and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
    • title = {{Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control}},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-101}
    • }
  •  Liu, H.-Y., Liu, D., Mansour, H., Boufounos, P.T., Waller, L., Kamilov, U., "SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering", IEEE Transactions on Computational Imaging, DOI: 10.1109/​TCI.2017.2764461, Vol. 4, No. 1, pp. 73-86, July 9, 2018.
    BibTeX TR2018-056 PDF
    • @article{Liu2018jul,
    • author = {Liu, Hsiou-Yuan and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T. and Waller, Laura and Kamilov, Ulugbek},
    • title = {{SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering}},
    • journal = {IEEE Transactions on Computational Imaging},
    • year = 2018,
    • volume = 4,
    • number = 1,
    • pages = {73--86},
    • month = jul,
    • doi = {10.1109/TCI.2017.2764461},
    • url = {https://www.merl.com/publications/TR2018-056}
    • }
  •  Burns, D.J., Bortoff, S.A., Laughman, C.R., Guay, M., "Comparing Realtime Energy-Optimizing Controllers for Heat Pumps", International Refrigeration and Air Conditioning Conference (IRACC), July 2018.
    BibTeX TR2018-100 PDF
    • @inproceedings{Burns2018jul,
    • author = {Burns, Daniel J. and Bortoff, Scott A. and Laughman, Christopher R. and Guay, Martin},
    • title = {{Comparing Realtime Energy-Optimizing Controllers for Heat Pumps}},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-100}
    • }
  •  Qiao, H., "Correction of Log Mean Temperature Difference Method and Effectiveness-NTU Relations for Two-phase Heat Transfer with Pressure Drop and Temperature Glide", International Refrigeration and Air Conditioning Conference (IRACC), July 2018.
    BibTeX TR2018-129 PDF
    • @inproceedings{Hongtao2018jul2,
    • author = {Qiao, Hongtao},
    • title = {{Correction of Log Mean Temperature Difference Method and Effectiveness-NTU Relations for Two-phase Heat Transfer with Pressure Drop and Temperature Glide}},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-129}
    • }
  •  Qiao, H., Laughman, C.R., "Numerical Modeling of Fin-and-Tube Condenser with Wet-wall Desuperheating", International Refrigeration and Air Conditioning Conference (IRACC), July 2018.
    BibTeX TR2018-130 PDF
    • @inproceedings{Hongtao2018jul,
    • author = {Qiao, Hongtao and Laughman, Christopher R.},
    • title = {{Numerical Modeling of Fin-and-Tube Condenser with Wet-wall Desuperheating}},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-130}
    • }
  •  Danielson, C., Di Cairano, S., "Reduced Complexity Control Design for Symmetric LPV Systems," Tech. Rep. TR2018-050, Mitsibishi Electric Research Laboratories, July 2018.
    BibTeX TR2018-050 PDF
    • @techreport{Danielson2018jul,
    • author = {Danielson, Claus and {Di Cairano}, Stefano},
    • title = {{Reduced Complexity Control Design for Symmetric LPV Systems}},
    • journal = {arXiv},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-050}
    • }
  •  Laughman, C.R., Bortoff, S.A., Qiao, H., "Integrated Control of Multi-Zone Buildings with Ventilation and VRF systems in Cooling Mode", Purdue High-Performance Buildings Conference, July 2018.
    BibTeX TR2018-099 PDF
    • @inproceedings{Laughman2018jul,
    • author = {Laughman, Christopher R. and Bortoff, Scott A. and Qiao, Hongtao},
    • title = {{Integrated Control of Multi-Zone Buildings with Ventilation and VRF systems in Cooling Mode}},
    • booktitle = {Purdue High-Performance Buildings Conference},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-099}
    • }
  •  Barker, J., Marxer, R., Vincent, E., Watanabe, S., "The CHiME challenges: Robust speech recognition in everyday environments" in New Era for Robust Speech Recognition: Exploiting Deep Learning, Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R., Eds., chapter 14, Springer, July 2018.
    BibTeX
    • @incollection{Barker2018jul,
    • author = {Barker, Jon and Marxer, Ricard and Vincent, Emmanuel and Watanabe, Shinji},
    • title = {{The CHiME challenges: Robust speech recognition in everyday environments}},
    • booktitle = {New Era for Robust Speech Recognition: Exploiting Deep Learning},
    • year = 2018,
    • editor = {Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R.},
    • chapter = 14,
    • month = jul,
    • publisher = {Springer}
    • }
  •  Erdogan, H., Hershey, J., Watanabe, S., Le Roux, J., "Deep recurrent networks for separation and recognition of single-channel speech in non-stationary background audio" in New Era for Robust Speech Recognition: Exploiting Deep Learning, Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R., Eds., chapter 7, Springer, July 2018.
    BibTeX
    • @incollection{Erdogan2018jul,
    • author = {Erdogan, Hakan and Hershey, John and Watanabe, Shinji and {Le Roux}, Jonathan},
    • title = {{Deep recurrent networks for separation and recognition of single-channel speech in non-stationary background audio}},
    • booktitle = {New Era for Robust Speech Recognition: Exploiting Deep Learning},
    • year = 2018,
    • editor = {Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R.},
    • chapter = 7,
    • month = jul,
    • publisher = {Springer},
    • isbn = {978-3-319-64680-0}
    • }
  •  Hershey, J., Le Roux, J., Watanabe, S., Wisdom, S., Chen, Z., Isik, Y., "Novel deep architectures in speech processing" in New Era for Robust Speech Recognition: Exploiting Deep Learning, Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R., Eds., chapter 6, Springer, July 9, 2018.
    BibTeX
    • @incollection{Hershey2018jul,
    • author = {Hershey, John and {Le Roux}, Jonathan and Watanabe, Shinji and Wisdom, Scott and Chen, Zhuo and Isik, Yusuf},
    • title = {{Novel deep architectures in speech processing}},
    • booktitle = {New Era for Robust Speech Recognition: Exploiting Deep Learning},
    • year = 2018,
    • editor = {Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R.},
    • chapter = 6,
    • month = jul,
    • publisher = {Springer}
    • }
  •  Karafiat, M., Vesely, K., Zmolikova, K., Delcroix, M., Watanabe, S., Burget, L., Cernocky, J., Szoke, I., Novotny, O., "Training data augmentation and data selectio" in New Era for Robust Speech Recognition: Exploiting Deep Learning, Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R., Eds., chapter 10, Springer, July 9, 2018.
    BibTeX
    • @incollection{Karafiat2018jul,
    • author = {Karafiat, Martin and Vesely, Karel and Zmolikova, Katerina and Delcroix, Marc and Watanabe, Shinji and Burget, Lukas and Cernocky, Jan and Szoke, Igor and Novotny, Ondrej},
    • title = {{Training data augmentation and data selectio}},
    • booktitle = {New Era for Robust Speech Recognition: Exploiting Deep Learning},
    • year = 2018,
    • editor = {Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R.},
    • chapter = 10,
    • month = jul,
    • publisher = {Springer}
    • }
  •  Watanabe, S., Hori, T., Miao, Y., Delcroix, M., Metze, F., Hershey, J., "Toolkits for robust speech processing" in New Era for Robust Speech Recognition: Exploiting Deep Learning, Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R., Eds., chapter 14, Springer, July 9, 2018.
    BibTeX
    • @incollection{Watanabe2018jul,
    • author = {Watanabe, Shinji and Hori, Takaaki and Miao, Yajie and Delcroix, Marc and Metze, Florian and Hershey, John},
    • title = {{Toolkits for robust speech processing}},
    • booktitle = {New Era for Robust Speech Recognition: Exploiting Deep Learning},
    • year = 2018,
    • editor = {Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R.},
    • chapter = 14,
    • month = jul,
    • publisher = {Springer}
    • }
  •  Xiao, X., Watanabe, S., Erdogan, H., Mandel, M., Lu, L., Hershey, J., Seltzer, M., Chen, G., Zhang, Y., Yu, D., "Discriminative beamforming with phase aware neural networks for speech enhancement and recognition" in New Era for Robust Speech Recognition: Exploiting Deep Learning, Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R., Eds., chapter 4, Springer, July 9, 2018.
    BibTeX
    • @incollection{Xiao2018jul2,
    • author = {Xiao, Xiong and Watanabe, Shinji and Erdogan, Hakan and Mandel, Michael and Lu, Liang and Hershey, John and Seltzer, Mike and Chen, Guoguo and Zhang, Yu and Yu, Dong},
    • title = {{Discriminative beamforming with phase aware neural networks for speech enhancement and recognition}},
    • booktitle = {New Era for Robust Speech Recognition: Exploiting Deep Learning},
    • year = 2018,
    • editor = {Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R.},
    • chapter = 4,
    • month = jul,
    • publisher = {Springer}
    • }
  •  Wang, P., Fu, H., Koike-Akino, T., Orlik, P.V., "Multi-Layer Terahertz Imaging of Non-Overlapping Contents", IEEE Sensor Array and Multi-Channel Signal Processing Workshop (IEEE SAM), DOI: 10.1109/​SAM.2018.8448438, July 2018, pp. 652-656.
    BibTeX TR2018-098 PDF
    • @inproceedings{Wang2018jul2,
    • author = {Wang, Pu and Fu, Haoyu and Koike-Akino, Toshiaki and Orlik, Philip V.},
    • title = {{Multi-Layer Terahertz Imaging of Non-Overlapping Contents}},
    • booktitle = {IEEE Sensor Array and Multi-Channel Signal Processing Workshop (IEEE SAM)},
    • year = 2018,
    • pages = {652--656},
    • month = jul,
    • doi = {10.1109/SAM.2018.8448438},
    • url = {https://www.merl.com/publications/TR2018-098}
    • }
  •  Di Cairano, S., Goldsmith, A., Kalabić, U., Bortoff, S.A., "Cascaded Reference Governor-MPC for Motion Control of Two-Stage Manufacturing Machines", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2018.2847627, July 2018.
    BibTeX TR2018-083 PDF
    • @article{DiCairano2018jul,
    • author = {{Di Cairano}, S. and Goldsmith, A. and Kalabić, U. and Bortoff, S.A.},
    • title = {{Cascaded Reference Governor-MPC for Motion Control of Two-Stage Manufacturing Machines}},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2018,
    • month = jul,
    • doi = {10.1109/TCST.2018.2847627},
    • url = {https://www.merl.com/publications/TR2018-083}
    • }
  •  Liu, J., Guo, J., Orlik, P.V., Shibata, M., Nakahara, D., Mii, S., Takac, M., "Anomaly Detection in Manufacturing Systems Using Structured Neural Networks", IEEE World Congress on Intelligent Control and Automation, DOI: 10.1109/​WCICA.2018.8630692, July 2018, pp. 175-180.
    BibTeX TR2018-097 PDF
    • @inproceedings{Liu2018jul2,
    • author = {Liu, Jie and Guo, Jianlin and Orlik, Philip V. and Shibata, Masahiko and Nakahara, Daiki and Mii, Satoshi and Takac, Martin},
    • title = {{Anomaly Detection in Manufacturing Systems Using Structured Neural Networks}},
    • booktitle = {IEEE World Congress on Intelligent Control and Automation},
    • year = 2018,
    • pages = {175--180},
    • month = jul,
    • doi = {10.1109/WCICA.2018.8630692},
    • url = {https://www.merl.com/publications/TR2018-097}
    • }
  •  Berntorp, K., "Comparison of Gain Function Approximation Methods in the Feedback Particle Filter", International Conference on Information Fusion (FUSION), DOI: 10.1109/​WCICA.2018.8630692, July 2018, pp. 175-180.
    BibTeX TR2018-102 PDF
    • @inproceedings{Berntorp2018jul,
    • author = {Berntorp, Karl},
    • title = {{Comparison of Gain Function Approximation Methods in the Feedback Particle Filter}},
    • booktitle = {International Conference on Information Fusion (FUSION)},
    • year = 2018,
    • pages = {175--180},
    • month = jul,
    • doi = {10.1109/WCICA.2018.8630692},
    • url = {https://www.merl.com/publications/TR2018-102}
    • }
  •  Koike-Akino, T., Millar, D.S., Parsons, K., Kojima, K., "Evolutionary Design of Pulse-Shaping FIR Filter to Mitigate Fiber Nonlinearity", Signal Processing in Photonic Communications (SPPCom), DOI: 10.1364/​SPPCOM.2018.SpM4G.4, July 2018.
    BibTeX TR2018-045 PDF
    • @article{Koike-Akino2018jul2,
    • author = {Koike-Akino, Toshiaki and Millar, David S. and Parsons, Kieran and Kojima, Keisuke},
    • title = {{Evolutionary Design of Pulse-Shaping FIR Filter to Mitigate Fiber Nonlinearity}},
    • journal = {Signal Processing in Photonic Communications (SPPCom)},
    • year = 2018,
    • month = jul,
    • doi = {10.1364/SPPCOM.2018.SpM4G.4},
    • url = {https://www.merl.com/publications/TR2018-045}
    • }
  •  Koike-Akino, T., Millar, D.S., Parsons, K., Kojima, K., "Fiber Nonlinearity Equalization with Multi-Label Deep Learning Scalable to High-Order DP-QAM", Signal Processing in Photonic Communications (SPPCom), DOI: 10.1364/​SPPCOM.2018.SpM4G.1, July 2018.
    BibTeX TR2018-047 PDF
    • @inproceedings{Koike-Akino2018jul3,
    • author = {Koike-Akino, Toshiaki and Millar, David S. and Parsons, Kieran and Kojima, Keisuke},
    • title = {{Fiber Nonlinearity Equalization with Multi-Label Deep Learning Scalable to High-Order DP-QAM}},
    • booktitle = {Signal Processing in Photonic Communications (SPPCom)},
    • year = 2018,
    • month = jul,
    • doi = {10.1364/SPPCOM.2018.SpM4G.1},
    • url = {https://www.merl.com/publications/TR2018-047}
    • }
  •  Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Polar Coding for Multilevel Shaped Constellations", Signal Processing in Photonic Communications (SPPCom), DOI: 10.1364/​SPPCOM.2018.SpW1G.1, July 2018.
    BibTeX TR2018-046 PDF
    • @inproceedings{Koike-Akino2018jul,
    • author = {Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {{Polar Coding for Multilevel Shaped Constellations}},
    • booktitle = {Signal Processing in Photonic Communications (SPPCom)},
    • year = 2018,
    • month = jul,
    • doi = {10.1364/SPPCOM.2018.SpW1G.1},
    • url = {https://www.merl.com/publications/TR2018-046}
    • }