Publications

3,604 major publications by members of the MERL staff.


  •  Hori, T., Hori, C., Watanabe, S., Hershey, J.R., "Minimum Word Error Training of Long Short-Term Memory Recurrent Neural Network Language Models for Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.7472827, March 2016, pp. 5990-5994.
    BibTeX TR2016-011 PDF
    • @inproceedings{Hori2016mar,
    • author = {Hori, Takaaki and Hori, Chiori and Watanabe, Shinji and Hershey, John R.},
    • title = {Minimum Word Error Training of Long Short-Term Memory Recurrent Neural Network Language Models for Speech Recognition},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {5990--5994},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472827},
    • url = {https://www.merl.com/publications/TR2016-011}
    • }
  •  Kamilov, U., "Parallel Proximal Methods for Total Variation Minimization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.74772568, March 2016, pp. 4697-4701.
    BibTeX TR2016-007 PDF
    • @inproceedings{Kamilov2016mar1,
    • author = {Kamilov, Ulugbek},
    • title = {Parallel Proximal Methods for Total Variation Minimization},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {4697--4701},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.74772568},
    • url = {https://www.merl.com/publications/TR2016-007}
    • }
  •  Kao, J.-Y., Tian, D., Mansour, H., Ortega, A., Vetro, A., "Geometric-Guided Label Propagation for Moving Object Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.747933, March 2016, pp. 1531-1535.
    BibTeX TR2016-005 PDF
    • @inproceedings{Kao2016mar,
    • author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Ortega, Antonio and Vetro, Anthony},
    • title = {Geometric-Guided Label Propagation for Moving Object Detection},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {1531--1535},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.747933},
    • url = {https://www.merl.com/publications/TR2016-005}
    • }
  •  Mansour, H., Kamilov, U., "Multipath Removal by Online Blind Deconvolution in Through-the-Wall-Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.7472249, March 2016, pp. 3106-3110.
    BibTeX TR2016-006 PDF
    • @inproceedings{Mansour2016mar1,
    • author = {Mansour, Hassan and Kamilov, Ulugbek},
    • title = {Multipath Removal by Online Blind Deconvolution in Through-the-Wall-Imaging},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {3106--3110},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472249},
    • url = {https://www.merl.com/publications/TR2016-006}
    • }
  •  Suryaprakash, R.T., Pajovic, M., Kim, K.J., Orlik, P.V., "Millimeter Wave Communications Channel Estimation via Bayesian Group Sparse Recovery", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.7472309, March 2016, pp. 3406-3410.
    BibTeX TR2016-012 PDF
    • @inproceedings{Suryaprakash2016mar,
    • author = {Suryaprakash, Raj Tejas and Pajovic, Milutin and Kim, Kyeong Jin and Orlik, Philip V.},
    • title = {Millimeter Wave Communications Channel Estimation via Bayesian Group Sparse Recovery},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {3406--3410},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472309},
    • url = {https://www.merl.com/publications/TR2016-012}
    • }
  •  Valsesia, D., Boufounos, P.T., "Universal Encoding of Multispectral Images", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.7472519, March 2016, pp. 4453-4457.
    BibTeX TR2016-010 PDF
    • @inproceedings{Valsesia2016mar,
    • author = {Valsesia, Diego and Boufounos, Petros T.},
    • title = {Universal Encoding of Multispectral Images},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {4453--4457},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472519},
    • url = {https://www.merl.com/publications/TR2016-010}
    • }
  •  Vesely, K., Watanabe, S., Zmolikova, K., Karafiat, M., Burget, L., Cernocky, J.H., "Sequence Summarizing Neural Network for Speaker Adaptation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.7472692, March 2016, pp. 5315-5319.
    BibTeX TR2016-001 PDF
    • @inproceedings{Vesely2016mar,
    • author = {Vesely, Karel and Watanabe, Shinji and Zmolikova, Katerina and Karafiat, Martin and Burget, Lukas and Cernocky, Jan, Honza},
    • title = {Sequence Summarizing Neural Network for Speaker Adaptation},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {5315--5319},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472692},
    • url = {https://www.merl.com/publications/TR2016-001}
    • }
  •  Wisdom, S., Hershey, J.R., Le Roux, J., Watanabe, S., "Deep Unfolding for Multichannel Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.7471649, March 2016, pp. 121-125.
    BibTeX TR2016-008 PDF
    • @inproceedings{Wisdom2016mar,
    • author = {Wisdom, Scott and Hershey, John R. and Le Roux, Jonathan and Watanabe, Shinji},
    • title = {Deep Unfolding for Multichannel Source Separation},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {121--125},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7471649},
    • url = {https://www.merl.com/publications/TR2016-008}
    • }
  •  Xiao, X., Watanabe, S., Erdogan, H., Lu, L., Hershey, J., Seltzer, M., Chen, G., Zhang, Y., Mandel, M., Yu, D., "Deep Beamforming Networks for Multi-Channel Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.7472778, March 2016, pp. 5745-5749.
    BibTeX TR2016-002 PDF
    • @inproceedings{Xiao2016mar,
    • author = {Xiao, Xiong and Watanabe, Shinji and Erdogan, Hakan and Lu, Liang and Hershey, John and Seltzer, Mike and Chen, Guoguo and Zhang, Yu and Mandel, Michael and Yu, Dong},
    • title = {Deep Beamforming Networks for Multi-Channel Speech Recognition},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {5745--5749},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472778},
    • url = {https://www.merl.com/publications/TR2016-002}
    • }
  •  Zhang, Z., Liu, D., Aeron, S., Vetro, A., "An Online Tensor Robust PCA Algorithm for Sequential 2D Data", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.7472114, March 2016, pp. 2434-2438.
    BibTeX TR2016-004 PDF
    • @inproceedings{Zhang2016mar,
    • author = {Zhang, Ziming and Liu, Dehong and Aeron, Shuchin and Vetro, Anthony},
    • title = {An Online Tensor Robust PCA Algorithm for Sequential 2D Data},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {2434--2438},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472114},
    • url = {https://www.merl.com/publications/TR2016-004}
    • }
  •  Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "GMI-Maximizing Constellation Design with Grassmann Projection for Parametric Shaping", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2016.M2A.4, March 2016.
    BibTeX TR2016-015 PDF
    • @inproceedings{Koike-Akino2016mar2,
    • author = {Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {GMI-Maximizing Constellation Design with Grassmann Projection for Parametric Shaping},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2016,
    • month = mar,
    • doi = {10.1364/OFC.2016.M2A.4},
    • isbn = {978-1-943580-07-1},
    • url = {https://www.merl.com/publications/TR2016-015}
    • }
  •  Kojima, K., Koike-Akino, T., Millar, D.S., Pajovic, M., Parsons, K., Yoshida, T., "Investigation of Low Code Rate DP-8PSK as an Alternative to DP-QPSK", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2016.Th1D.2, March 2016.
    BibTeX TR2016-016 PDF
    • @inproceedings{Kojima2016mar,
    • author = {Kojima, Keisuke and Koike-Akino, Toshiaki and Millar, David S. and Pajovic, Milutin and Parsons, Kieran and Yoshida, Tsuyoshi},
    • title = {Investigation of Low Code Rate DP-8PSK as an Alternative to DP-QPSK},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2016,
    • month = mar,
    • doi = {10.1364/OFC.2016.Th1D.2},
    • isbn = {978-1-943580-07-1},
    • url = {https://www.merl.com/publications/TR2016-016}
    • }
  •  Arlunno, V., Millar, D.S., Koike-Akino, T., Pajovic, M., Kojima, K., Parsons, K., "Reduced-Complexity Blind Chromatic Dispersion Estimation for Digital Coherent Systems", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2016.Th2A.38, March 2016.
    BibTeX TR2016-017 PDF
    • @inproceedings{Arlunno2016mar,
    • author = {Arlunno, Valeria and Millar, David S. and Koike-Akino, Toshiaki and Pajovic, Milutin and Kojima, Keisuke and Parsons, Kieran},
    • title = {Reduced-Complexity Blind Chromatic Dispersion Estimation for Digital Coherent Systems},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • journal = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2016,
    • month = mar,
    • doi = {10.1364/OFC.2016.Th2A.38},
    • isbn = {978-1-943580-07-1},
    • url = {https://www.merl.com/publications/TR2016-017}
    • }
  •  Koike-Akino, T., Kojima, K., Millar, D.S., Parsons, K., Yoshida, T., Sugihara, T., "Pareto-Efficient Set of Modulation and Coding Based on RGMI in Nonlinear Fiber Transmissions", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2016.Th1D.4, March 2016.
    BibTeX TR2016-013 PDF
    • @inproceedings{Koike-Akino2016mar1,
    • author = {Koike-Akino, Toshiaki and Kojima, Keisuke and Millar, David S. and Parsons, Kieran and Yoshida, Tsuyoshi and Sugihara, Takashi},
    • title = {Pareto-Efficient Set of Modulation and Coding Based on RGMI in Nonlinear Fiber Transmissions},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2016,
    • month = mar,
    • doi = {10.1364/OFC.2016.Th1D.4},
    • isbn = {978-1-943580-07-1},
    • url = {https://www.merl.com/publications/TR2016-013}
    • }
  •  Paskov, M., Millar, D.S., Parsons, K., "A Fully-Blind Fractionally-Oversampled Frequency Domain Adaptive Equalizer", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2016.Th2A.33, March 2016.
    BibTeX TR2016-014 PDF
    • @inproceedings{Paskov2016mar,
    • author = {Paskov, Milen and Millar, David S. and Parsons, Kieran},
    • title = {A Fully-Blind Fractionally-Oversampled Frequency Domain Adaptive Equalizer},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2016,
    • month = mar,
    • doi = {10.1364/OFC.2016.Th2A.33},
    • isbn = {978-1-943580-07-1},
    • url = {https://www.merl.com/publications/TR2016-014}
    • }
  •  Chung, S., Ma, R., Teo, K.H., "Design Considerations on Wideband Envelope Termination for High Efficiency RF Power Amplifiers", Electronics Letters, DOI: 10.1049/​el.2015.4328, Vol. 52, No. 6, pp. 460-462, March 2016.
    BibTeX TR2016-026 PDF
    • @article{Chung2016mar,
    • author = {Chung, Sungwon and Ma, Rui and Teo, Koon Hoo},
    • title = {Design Considerations on Wideband Envelope Termination for High Efficiency RF Power Amplifiers},
    • journal = {Electronics Letters},
    • year = 2016,
    • volume = 52,
    • number = 6,
    • pages = {460--462},
    • month = mar,
    • publisher = {IET},
    • doi = {10.1049/el.2015.4328},
    • issn = {0013-5194},
    • url = {https://www.merl.com/publications/TR2016-026}
    • }
  •  Millar, D.S., Koike-Akino, T., Kojima, K., Pajovic, M., Parsons, K., Paskov, M., Maher, R., Lavery, D., Alvarado, A., Thomsen, B.C., Savory, S.J., Bayvel, P., "Design of a 1 Tb/s Superchannel Coherent Receiver", Journal of Lightwave Technology, DOI: 10.1109/​JLT.2016.2519260, Vol. 34, No. 6, pp. 1453-1463, March 2016.
    BibTeX TR2016-029 PDF
    • @article{Millar2016mar,
    • author = {Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Pajovic, Milutin and Parsons, Kieran and Paskov, Milen and Maher, Robert and Lavery, Domanic and Alvarado, Alex and Thomsen, Benn C. and Savory, Seb J. and Bayvel, Polina},
    • title = {Design of a 1 Tb/s Superchannel Coherent Receiver},
    • journal = {Journal of Lightwave Technology},
    • year = 2016,
    • volume = 34,
    • number = 6,
    • pages = {1453--1463},
    • month = mar,
    • doi = {10.1109/JLT.2016.2519260},
    • issn = {0733-8724},
    • url = {https://www.merl.com/publications/TR2016-029}
    • }
  •  Liu, M.-Y., Mallya, A., Tuzel, C.O., Chen, X., "Unsupervised Network Pretraining via Encoding Human Design", IEEE Winter Conference on Applications of Computer Vision (WACV), DOI: 10.1109/​WACV.2016.7477698, March 2016, pp. 1-9.
    BibTeX TR2016-022 PDF
    • @inproceedings{Liu2016mar,
    • author = {Liu, Ming-Yu and Mallya, Arun and Tuzel, C. Oncel and Chen, Xi},
    • title = {Unsupervised Network Pretraining via Encoding Human Design},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2016,
    • pages = {1--9},
    • month = mar,
    • doi = {10.1109/WACV.2016.7477698},
    • url = {https://www.merl.com/publications/TR2016-022}
    • }
  •  Deng, Y., Wang, Y., Teo, K.H., Harley, R.G., "A Simplified Space Vector Modulation Scheme for Multilevel Converters", IEEE Transactions on Power Electronics, DOI: 10.1109/​TPEL.2015.2429595, Vol. 31, No. 3, March 2016.
    BibTeX TR2015-048 PDF
    • @article{Deng2015may,
    • author = {Deng, Yi and Wang, Yebin and Teo, Koon Hoo and Harley, Ronald G.},
    • title = {A Simplified Space Vector Modulation Scheme for Multilevel Converters},
    • journal = {IEEE Transactions on Power Electronics},
    • year = 2016,
    • volume = 31,
    • number = 3,
    • month = mar,
    • doi = {10.1109/TPEL.2015.2429595},
    • issn = {0885-8993},
    • url = {https://www.merl.com/publications/TR2015-048}
    • }
  •  Farahmand, A.-M., Nikovski, D.N., Igarashi, Y., Konaka, H., "Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value", Association for the Advancement of Artificial Intelligence (AAAI), February 2016, pp. 3123-3129.
    BibTeX TR2016-020 PDF
    • @inproceedings{Farahmand2016feb,
    • author = {Farahmand, Amir-massoud and Nikovski, Daniel N. and Igarashi, Yuji and Konaka, Hiroki},
    • title = {Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value},
    • booktitle = {Association for the Advancement of Artificial Intelligence (AAAI)},
    • year = 2016,
    • pages = {3123--3129},
    • month = feb,
    • url = {https://www.merl.com/publications/TR2016-020}
    • }
  •  Basciftci, Y.O., Wang, Y., Ishwar, P., "On Privacy-Utility Tradeoffs for Constrained Data Release Mechanisms", IEEE Information Theory and Applications Workshop (ITA), February 2016.
    BibTeX TR2016-019 PDF
    • @inproceedings{Basciftci2016feb,
    • author = {Basciftci, Yuksel Ozan and Wang, Ye and Ishwar, Prakash},
    • title = {On Privacy-Utility Tradeoffs for Constrained Data Release Mechanisms},
    • booktitle = {IEEE Information Theory and Applications Workshop (ITA)},
    • year = 2016,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2016-019}
    • }
  •  Wang, B., Long, J., Teo, K.H., "Multi-Channel Capacitive Sensor Arrays", Sensors Journal, DOI: 10.3390/​s16020150, Vol. 16, No. 2, January 2016.
    BibTeX TR2016-021 PDF
    • @article{Wang2016jan,
    • author = {Wang, Bingnan and Long, Jiang and Teo, Koon Hoo},
    • title = {Multi-Channel Capacitive Sensor Arrays},
    • journal = {Sensors Journal},
    • year = 2016,
    • volume = 16,
    • number = 2,
    • month = jan,
    • doi = {10.3390/s16020150},
    • url = {https://www.merl.com/publications/TR2016-021}
    • }
  •  Laughman, C.R., Nabi, S., Grover, P., "A Numerical Study of Refrigerant Dispersion in Single and Multiple Connected Spaces", ASHRAE Winter Conference, January 2016.
    BibTeX TR2016-018 PDF
    • @inproceedings{Laughman2016jan,
    • author = {Laughman, Christopher R. and Nabi, Saleh and Grover, Piyush},
    • title = {A Numerical Study of Refrigerant Dispersion in Single and Multiple Connected Spaces},
    • booktitle = {ASHRAE Winter Conference},
    • year = 2016,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2016-018}
    • }
  •  Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., Miyata, Y., Sugihara, K., Matsumoto, W., "Iteration-Aware LDPC Code Design for Low-Power Optical Communications", IEEE/OSA Journal of Lightwave Technology, DOI: 10.1109/​JLT.2015.2477881, Vol. 34, No. 2, pp. 573-581, January 2016.
    BibTeX TR2016-028 PDF
    • @article{Koike-Akino2016jan,
    • author = {Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran and Miyata, Yoshikuni and Sugihara, Kenya and Matsumoto, Wataru},
    • title = {Iteration-Aware LDPC Code Design for Low-Power Optical Communications},
    • journal = {IEEE/OSA Journal of Lightwave Technology},
    • year = 2016,
    • volume = 34,
    • number = 2,
    • pages = {573--581},
    • month = jan,
    • doi = {10.1109/JLT.2015.2477881},
    • issn = {0733-8724},
    • url = {https://www.merl.com/publications/TR2016-028}
    • }
  •  Kanagawa, H., Tachioka, Y., Watanabe, S., Ishii, J., "Feature-Space Structural MAPLR with Regression Tree-Based Multiple Transformation Matrices for DNN", Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), DOI: 10.1109/​APSIPA.2015.7415425, December 2015, pp. 86-92.
    BibTeX TR2015-150 PDF
    • @inproceedings{Kanagawa2015dec,
    • author = {Kanagawa, H. and Tachioka, Y. and Watanabe, S. and Ishii, J.},
    • title = {Feature-Space Structural MAPLR with Regression Tree-Based Multiple Transformation Matrices for DNN},
    • booktitle = {Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},
    • year = 2015,
    • pages = {86--92},
    • month = dec,
    • doi = {10.1109/APSIPA.2015.7415425},
    • url = {https://www.merl.com/publications/TR2015-150}
    • }