Publications

3,817 major publications by members of the MERL staff.


  •  Ma, Y., Mansour, H., Liu, D., Boufounos, P.T., Kamilov, U., "Accelerated Image Reconstruction for Nonlinear Diffractive Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462400, April 2018, pp. 6473-6477.
    BibTeX TR2018-008 PDF Video Software
    • @inproceedings{Ma2018apr,
    • author = {Ma, Yanting and Mansour, Hassan and Liu, Dehong and Boufounos, Petros T. and Kamilov, Ulugbek},
    • title = {{Accelerated Image Reconstruction for Nonlinear Diffractive Imaging}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {6473--6477},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462400},
    • url = {https://www.merl.com/publications/TR2018-008}
    • }
  •  Ochiai, T., Watanabe, S., Katagiri, S., Hori, T., Hershey, J.R., "Speaker Adaptation for Multichannel End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462161, April 2018, pp. 6707-6711.
    BibTeX TR2018-006 PDF
    • @inproceedings{Ochiai2018apr,
    • author = {Ochiai, Tsubasa and Watanabe, Shinji and Katagiri, Shigeru and Hori, Takaaki and Hershey, John R.},
    • title = {{Speaker Adaptation for Multichannel End-to-End Speech Recognition}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {6707--6711},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462161},
    • url = {https://www.merl.com/publications/TR2018-006}
    • }
  •  Seki, H., Watanabe, S., Hori, T., Le Roux, J., Hershey, J.R., "An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462180, April 2018, pp. 4919-4923.
    BibTeX TR2018-002 PDF Video
    • @inproceedings{Seki2018apr,
    • author = {Seki, Hiroshi and Watanabe, Shinji and Hori, Takaaki and {Le Roux}, Jonathan and Hershey, John R.},
    • title = {{An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {4919--4923},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462180},
    • url = {https://www.merl.com/publications/TR2018-002}
    • }
  •  Settle, S., Le Roux, J., Hori, T., Watanabe, S., Hershey, J.R., "End-to-End Multi-Speaker Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461893, April 2018, pp. 4819-4823.
    BibTeX TR2018-001 PDF Video
    • @inproceedings{Settle2018apr,
    • author = {Settle, Shane and {Le Roux}, Jonathan and Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
    • title = {{End-to-End Multi-Speaker Speech Recognition}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {4819--4823},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8461893},
    • url = {https://www.merl.com/publications/TR2018-001}
    • }
  •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461639, April 2018, pp. 1-5.
    BibTeX TR2018-007 PDF
    • @inproceedings{Wang2018apr2,
    • author = {Wang, Zhong-Qiu and {Le Roux}, Jonathan and Hershey, John R.},
    • title = {{Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {1--5},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8461639},
    • url = {https://www.merl.com/publications/TR2018-007}
    • }
  •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Alternative Objective Functions for Deep Clustering", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462507, April 2018, pp. 686-690.
    BibTeX TR2018-005 PDF
    • @inproceedings{Wang2018apr,
    • author = {Wang, Zhong-Qiu and {Le Roux}, Jonathan and Hershey, John R.},
    • title = {{Alternative Objective Functions for Deep Clustering}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {686--690},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462507},
    • url = {https://www.merl.com/publications/TR2018-005}
    • }
  •  Wen, B., Kamilov, U., Liu, D., Mansour, H., Boufounos, P.T., "DeepCASD: An End-to-End Approach for Multi-Spectural Image Super-Resolution", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461795, April 2018, pp. 6503-6507.
    BibTeX TR2018-009 PDF
    • @inproceedings{Wen2018apr,
    • author = {Wen, Bihan and Kamilov, Ulugbek and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
    • title = {{DeepCASD: An End-to-End Approach for Multi-Spectural Image Super-Resolution}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {6503--6507},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8461795},
    • url = {https://www.merl.com/publications/TR2018-009}
    • }
  •  Liu, Y., Guo, J., Orlik, P.V., Nagai, Y., Watanabe, K., Sumi, T., "Coexistence of 802.11ah and 802.15.4g Networks", IEEE Wireless Communications and Networking Conference (WCNC), DOI: 10.1109/​WCNC.2018.8376972, April 2018.
    BibTeX TR2018-214 PDF
    • @inproceedings{Liu2018apr,
    • author = {Liu, Ying and Guo, Jianlin and Orlik, Philip V. and Nagai, Yukimasa and Watanabe, Kotaro and Sumi, Takenori},
    • title = {{Coexistence of 802.11ah and 802.15.4g Networks}},
    • booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
    • year = 2018,
    • month = apr,
    • doi = {10.1109/WCNC.2018.8376972},
    • url = {https://www.merl.com/publications/TR2018-214}
    • }
  •  Peng, Z., Kim, K.J., Wang, P., Ma, R., Kihira, K., Fukasawa, T., Li, C., Wang, B., "Code-Division Multiplexing based Hardware Reduction for a Digital Beamforming Transmitter Array", European Conference on Antennas and Propagation (EuCAP), April 2018.
    BibTeX TR2018-049 PDF
    • @inproceedings{Peng2018apr,
    • author = {Peng, Zhengyu and Kim, Kyeong Jin and Wang, Pu and Ma, Rui and Kihira, Kazunari and Fukasawa, Toru and Li, Changzhi and Wang, Bingnan},
    • title = {{Code-Division Multiplexing based Hardware Reduction for a Digital Beamforming Transmitter Array}},
    • booktitle = {European Conference on Antennas and Propagation (EuCAP)},
    • year = 2018,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2018-049}
    • }
  •  Qiao, H., Aute, V., Radermacher, R., "Modeling of transient characteristics of an air source heat pump with vapor injection during reverse-cycle defrosting", Applied Energy, DOI: 10.1016/​j.ijrefrig.2017.12.017, Vol. 88, pp. 24-34, April 2018.
    BibTeX TR2018-066 PDF
    • @article{Hongtao2018apr,
    • author = {Qiao, Hongtao and Aute, Vikrant and Radermacher, Reinhard},
    • title = {{Modeling of transient characteristics of an air source heat pump with vapor injection during reverse-cycle defrosting}},
    • journal = {Applied Energy},
    • year = 2018,
    • volume = 88,
    • pages = {24--34},
    • month = apr,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ijrefrig.2017.12.017},
    • url = {https://www.merl.com/publications/TR2018-066}
    • }
  •  Raghunathan, A.U., Biegler, L.T., "LDL^T Direction in interior point method for semidefinite programming", SIAM Journal on Optimization, DOI: 10.1137/​16M1105888, Vol. 28, No. 1, pp. 693-734, March 2018.
    BibTeX TR2018-037 PDF
    • @article{Raghunathan2018mar,
    • author = {Raghunathan, Arvind and Biegler, Lorenz T.},
    • title = {{LDL^T Direction in interior point method for semidefinite programming}},
    • journal = {SIAM Journal on Optimization},
    • year = 2018,
    • volume = 28,
    • number = 1,
    • pages = {693--734},
    • month = mar,
    • doi = {10.1137/16M1105888},
    • url = {https://www.merl.com/publications/TR2018-037}
    • }
  •  Zhang, Z., Kag, A., Sullivan, A., Saligrama, V., "Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability", arXiv, March 2019.
    BibTeX arXiv
    • @article{Zhang2018mar2,
    • author = {Zhang, Ziming and Kag, Anil and Sullivan, Alan and Saligrama, Venkatesh},
    • title = {{Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability}},
    • journal = {arXiv},
    • year = 2018,
    • month = mar,
    • url = {https://arxiv.org/abs/1903.00755}
    • }
  •  Zhang, Z., Xu, W., Sullivan, A., "Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning", arXiv, March 2018.
    BibTeX arXiv
    • @article{Zhang2018mar,
    • author = {Zhang, Ziming and Xu, Wenju and Sullivan, Alan},
    • title = {{Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning}},
    • journal = {arXiv},
    • year = 2018,
    • month = mar,
    • url = {https://arxiv.org/abs/1903.00760}
    • }
  •  Wang, Y., Utsunomiya, K., "From acceleration-based semi-active vibration reduction control to functional observer design", Automatisierungstechnik, DOI: 10.1515/​auto-2017-0064, Vol. 66, No. 3, March 2018.
    BibTeX TR2018-035 PDF
    • @article{Wang2018mar,
    • author = {Wang, Yebin and Utsunomiya, Kenji},
    • title = {{From acceleration-based semi-active vibration reduction control to functional observer design}},
    • journal = {Automatisierungstechnik},
    • year = 2018,
    • volume = 66,
    • number = 3,
    • month = mar,
    • doi = {10.1515/auto-2017-0064},
    • url = {https://www.merl.com/publications/TR2018-035}
    • }
  •  Teng, M., Kojima, K., Koike-Akino, T., Wang, B., Lin, C., Parsons, K., "Broadband SOI mode order converter based on topology optimization", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2018.Th2A.8, March 2018.
    BibTeX TR2018-019 PDF
    • @inproceedings{Teng2018mar,
    • author = {Teng, Min and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Bingnan and Lin, Chungwei and Parsons, Kieran},
    • title = {{Broadband SOI mode order converter based on topology optimization}},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2018,
    • month = mar,
    • doi = {10.1364/OFC.2018.Th2A.8},
    • url = {https://www.merl.com/publications/TR2018-019}
    • }
  •  Koike-Akino, T., Cao, C., Wang, Y., Kojima, K., Millar, D.S., Parsons, K., "Irregular Polar Turbo Product Coding for High-Throughput Optical Interface", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2018.Tu3C.5, March 2018.
    BibTeX TR2018-017 PDF
    • @inproceedings{Koike-Akino2018mar,
    • author = {Koike-Akino, Toshiaki and Cao, Congzhe and Wang, Ye and Kojima, Keisuke and Millar, David S. and Parsons, Kieran},
    • title = {{Irregular Polar Turbo Product Coding for High-Throughput Optical Interface}},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2018,
    • month = mar,
    • doi = {10.1364/OFC.2018.Tu3C.5},
    • url = {https://www.merl.com/publications/TR2018-017}
    • }
  •  Koike-Akino, T., Millar, D.S., Parsons, K., Kojima, K., "Rate-Adaptive LDPC Convolutional Coding with Joint Layered Scheduling and Shortening Design", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2018.Tu3C.1, March 2018.
    BibTeX TR2018-015 PDF
    • @inproceedings{Koike-Akino2018mar2,
    • author = {Koike-Akino, Toshiaki and Millar, David S. and Parsons, Kieran and Kojima, Keisuke},
    • title = {{Rate-Adaptive LDPC Convolutional Coding with Joint Layered Scheduling and Shortening Design}},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2018,
    • month = mar,
    • doi = {10.1364/OFC.2018.Tu3C.1},
    • url = {https://www.merl.com/publications/TR2018-015}
    • }
  •  Koike-Akino, T., Millar, D.S., Parsons, K., Kojima, K., "Multi-Dimensional Pulse-Shaping FIR Filter for Nonlinear Interference Alignment", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2018.W3A.2, March 2018.
    BibTeX TR2018-016 PDF
    • @inproceedings{Koike-Akino2018mar3,
    • author = {Koike-Akino, Toshiaki and Millar, David S. and Parsons, Kieran and Kojima, Keisuke},
    • title = {{Multi-Dimensional Pulse-Shaping FIR Filter for Nonlinear Interference Alignment}},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2018,
    • month = mar,
    • doi = {10.1364/OFC.2018.W3A.2},
    • url = {https://www.merl.com/publications/TR2018-016}
    • }
  •  Kojima, K., Yoshida, T., Parsons, K., Koike-Akino, T., Millar, D.S., Matsuda, K., "Comparison of nonlinearity tolerance of modulation formats for subcarrier modulation", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2018.M2C.4, March 2018.
    BibTeX TR2018-018 PDF
    • @inproceedings{Kojima2018mar,
    • author = {Kojima, Keisuke and Yoshida, Tsuyoshi and Parsons, Kieran and Koike-Akino, Toshiaki and Millar, David S. and Matsuda, Keisuke},
    • title = {{Comparison of nonlinearity tolerance of modulation formats for subcarrier modulation}},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2018,
    • month = mar,
    • doi = {10.1364/OFC.2018.M2C.4},
    • url = {https://www.merl.com/publications/TR2018-018}
    • }
  •  Millar, D.S., Fehenberger, T., Koike-Akino, T., Kojima, K., Parsons, K., "Coded Modulation for Next-Generation Optical Communications", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2018.Tu3C.3, March 2018.
    BibTeX TR2018-020 PDF
    • @inproceedings{Millar2018mar2,
    • author = {Millar, David S. and Fehenberger, Tobias and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {{Coded Modulation for Next-Generation Optical Communications}},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2018,
    • month = mar,
    • doi = {10.1364/OFC.2018.Tu3C.3},
    • url = {https://www.merl.com/publications/TR2018-020}
    • }
  •  Millar, D.S., Fehenberger, T., Koike-Akino, T., Kojima, K., Parsons, K., "Distribution Matching for High Spectral Efficiency Optical Communication with Multiset Partitions", IEEE Journal of Lightwave Technology, DOI: 10.1109/​JLT.2018.2887188, March 2018.
    BibTeX TR2018-192 PDF
    • @article{Millar2018mar,
    • author = {Millar, David S. and Fehenberger, Tobias and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {{Distribution Matching for High Spectral Efficiency Optical Communication with Multiset Partitions}},
    • journal = {IEEE Journal of Lightwave Technology},
    • year = 2018,
    • month = mar,
    • doi = {10.1109/JLT.2018.2887188},
    • url = {https://www.merl.com/publications/TR2018-192}
    • }
  •  Djurovic, I., Wang, P., Simeunovic, M., Orlik, P.V., "Parameter Estimation of Coupled Polynomial Phase and Sinusoidal FM Signals", Signal Processing, DOI: 10.1016/​j.sigpro.2018.02.023, Vol. 149, pp. 1-13, March 2018.
    BibTeX TR2018-030 PDF
    • @article{Djurovic2018mar,
    • author = {Djurovic, Igor and Wang, Pu and Simeunovic, Marko and Orlik, Philip V.},
    • title = {{Parameter Estimation of Coupled Polynomial Phase and Sinusoidal FM Signals}},
    • journal = {Signal Processing},
    • year = 2018,
    • volume = 149,
    • pages = {1--13},
    • month = mar,
    • publisher = {Elsevier},
    • doi = {10.1016/j.sigpro.2018.02.023},
    • url = {https://www.merl.com/publications/TR2018-030}
    • }
  •  Tanovic, O., Ma, R., "Truly Aliasing-Free Digital RF-PWM Power Coding Scheme for Switched-Mode Power Amplifiers", IEEE Radio and Wireless Symposium (RWS), DOI: 10.1109/​RWS.2018.8304948, March 2018.
    BibTeX TR2018-021 PDF
    • @inproceedings{Ma2018mar,
    • author = {Tanovic, Omer and Ma, Rui},
    • title = {{Truly Aliasing-Free Digital RF-PWM Power Coding Scheme for Switched-Mode Power Amplifiers}},
    • booktitle = {IEEE Radio and Wireless Symposium (RWS)},
    • year = 2018,
    • month = mar,
    • doi = {10.1109/RWS.2018.8304948},
    • url = {https://www.merl.com/publications/TR2018-021}
    • }
  •  Kamilov, U., Mansour, H., Wohlberg, B., "Plug-and-Play FISTA for Solving Nonlinear Imaging Inverse Problems", IEEE Signal Processing Letters, DOI: 10.1109/​LSP.2017.2763583, Vol. 24, No. 12, pp. 1872-1876, March 2018.
    BibTeX TR2018-029 PDF
    • @article{Kamilov2018mar,
    • author = {Kamilov, Ulugbek and Mansour, Hassan and Wohlberg, Brendt},
    • title = {{Plug-and-Play FISTA for Solving Nonlinear Imaging Inverse Problems}},
    • journal = {IEEE Signal Processing Letters},
    • year = 2018,
    • volume = 24,
    • number = 12,
    • pages = {1872--1876},
    • month = mar,
    • doi = {10.1109/LSP.2017.2763583},
    • url = {https://www.merl.com/publications/TR2018-029}
    • }
  •  Mesbah, A., Di Cairano, S., Kolmanovsky, I.V., Stochastic Model Predictive Control, February 2018.
    BibTeX TR2017-217 PDF
    • @book{Mesbah2018feb,
    • author = {Mesbah, Ali and {Di Cairano}, Stefano and Kolmanovsky, Ilya V.},
    • title = {{Stochastic Model Predictive Control}},
    • year = 2018,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2017-217}
    • }