Publications

3,849 major publications by members of the MERL staff.


  •  Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Neural Turbo Equalization to Mitigate Fiber Nonlinearity", European Conference on Optical Communication (ECOC), DOI: 10.1049/​cp.2019.0803, September 2019.
    BibTeX TR2019-088 PDF Presentation
    • @inproceedings{Koike-Akino2019sep,
    • author = {Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {{Neural Turbo Equalization to Mitigate Fiber Nonlinearity}},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • publisher = {IET},
    • doi = {10.1049/cp.2019.0803},
    • isbn = {978-1-83953-185-9},
    • url = {https://www.merl.com/publications/TR2019-088}
    • }
  •  Millar, D.S., Fehenberger, T., Yoshida, T., Suzuki, N., Koike-Akino, T., Kojima, K., Parsons, K., "Huffman Coded Sphere Shaping with Short Length Reduced Complexity", European Conference on Optical Communication (ECOC), DOI: 10.1049/​cp.2019.0784, September 2019.
    BibTeX TR2019-105 PDF
    • @inproceedings{Millar2019sep,
    • author = {Millar, David S. and Fehenberger, Tobias and Yoshida, Tsuyoshi and Suzuki, Naoki and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {{Huffman Coded Sphere Shaping with Short Length Reduced Complexity}},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • publisher = {IET},
    • doi = {10.1049/cp.2019.0784},
    • isbn = {978-1-83953-185-9},
    • url = {https://www.merl.com/publications/TR2019-105}
    • }
  •  Kao, J.-Y., Ortega, A., Tian, D., Mansour, H., Vetro, A., "Graph Based Skeleton Modeling for Human Activity Analysis", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2019.8803186, September 2019.
    BibTeX TR2019-037 PDF
    • @inproceedings{Kao2019sep,
    • author = {Kao, Jiun-Yu and Ortega, Antonio and Tian, Dong and Mansour, Hassan and Vetro, Anthony},
    • title = {{Graph Based Skeleton Modeling for Human Activity Analysis}},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2019,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ICIP.2019.8803186},
    • issn = {2381-8549},
    • isbn = {978-1-5386-6249-6},
    • url = {https://www.merl.com/publications/TR2019-037}
    • }
  •  Baskar, M.K., Watanabe, S., Astudillo, R., Hori, T., Burget, L., Cernocky, J.H., "Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text", Interspeech, DOI: 10.21437/​Interspeech.2019-3167, September 2019, pp. 3790-3794.
    BibTeX TR2019-100 PDF
    • @inproceedings{Baskar2019sep,
    • author = {Baskar, Murali Karthick and Watanabe, Shinji and Astudillo, Ramon and Hori, Takaaki and Burget, Lukas and Cernocky, Jan, Honza},
    • title = {{Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text}},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {3790--3794},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-3167},
    • issn = {1990-9772},
    • url = {https://www.merl.com/publications/TR2019-100}
    • }
  •  Hori, C., Cherian, A., Marks, T.K., Hori, T., "Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog", Interspeech, September 2019, pp. 1886-1890.
    BibTeX TR2019-097 PDF
    • @inproceedings{Hori2019sep,
    • author = {Hori, Chiori and Cherian, Anoop and Marks, Tim K. and Hori, Takaaki},
    • title = {{Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog}},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {1886--1890},
    • month = sep,
    • publisher = {ISCA},
    • url = {https://www.merl.com/publications/TR2019-097}
    • }
  •  Karafiat, M., Baskar, M.K., Watanabe, S., Hori, T., Wiesner, M., Cernocky, J.H., "Analysis of Multilingual Sequence-to-Sequence Speech Recognition Systems", Interspeech, DOI: 10.21437/​Interspeech.2019-2355/​/​, September 2019, pp. 2019-2355.
    BibTeX TR2019-103 PDF
    • @inproceedings{Karafiat2019sep,
    • author = {Karafiat, Martin and Baskar, Murali Karthick and Watanabe, Shinji and Hori, Takaaki and Wiesner, Matthew and Cernocky, Jan, Honza},
    • title = {{Analysis of Multilingual Sequence-to-Sequence Speech Recognition Systems}},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {2019--2355},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-2355//},
    • url = {https://www.merl.com/publications/TR2019-103}
    • }
  •  Moritz, N., Hori, T., Le Roux, J., "Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition", Interspeech, DOI: 10.21437/​Interspeech.2019-2837, September 2019, pp. 76-80.
    BibTeX TR2019-098 PDF
    • @inproceedings{Moritz2019sep,
    • author = {Moritz, Niko and Hori, Takaaki and {Le Roux}, Jonathan},
    • title = {{Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition}},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {76--80},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-2837},
    • url = {https://www.merl.com/publications/TR2019-098}
    • }
  •  Seki, H., Hori, T., Watanabe, S., Le Roux, J., Hershey, J., "End-to-End Multilingual Multi-Speaker Speech Recognition", Interspeech, DOI: 10.21437/​Interspeech.2019-3038, September 2019, pp. 3755-3759.
    BibTeX TR2019-101 PDF
    • @inproceedings{Seki2019sep,
    • author = {Seki, Hiroshi and Hori, Takaaki and Watanabe, Shinji and {Le Roux}, Jonathan and Hershey, John},
    • title = {{End-to-End Multilingual Multi-Speaker Speech Recognition}},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {3755--3759},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-3038},
    • url = {https://www.merl.com/publications/TR2019-101}
    • }
  •  Seki, H., Hori, T., Watanabe, S., Moritz, N., Le Roux, J., "Vectorized Beam Search for CTC-Attention-based Speech Recognition", Interspeech, DOI: 10.21437/​Interspeech.2019-2860, September 2019, pp. 3825-3829.
    BibTeX TR2019-102 PDF
    • @inproceedings{Seki2019sep2,
    • author = {Seki, Hiroshi and Hori, Takaaki and Watanabe, Shinji and Moritz, Niko and {Le Roux}, Jonathan},
    • title = {{Vectorized Beam Search for CTC-Attention-based Speech Recognition}},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {3825--3829},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-2860},
    • url = {https://www.merl.com/publications/TR2019-102}
    • }
  •  Wichern, G., McQuinn, E., Antognini, J., Flynn, M., Zhu, R., Crow, D., Manilow, E., Le Roux, J., "WHAM!: Extending Speech Separation to Noisy Environments", Interspeech, DOI: 10.21437/​Interspeech.2019-2821, September 2019, pp. 1368-1372.
    BibTeX TR2019-099 PDF
    • @inproceedings{Wichern2019sep,
    • author = {Wichern, Gordon and McQuinn, Emmett and Antognini, Joe and Flynn, Michael and Zhu, Richard and Crow, Dwight and Manilow, Ethan and {Le Roux}, Jonathan},
    • title = {{WHAM!: Extending Speech Separation to Noisy Environments}},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {1368--1372},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-2821},
    • url = {https://www.merl.com/publications/TR2019-099}
    • }
  •  Zhang, Z., Lin, Z., Pfister, H., "White-Box Adversarial Defense via Self-Supervised Data Estimation", arXiv, September 2019.
    BibTeX arXiv Software
    • @article{Zhang2019sep,
    • author = {Zhang, Ziming and Lin, Zudi and Pfister, Hanspeter},
    • title = {{White-Box Adversarial Defense via Self-Supervised Data Estimation}},
    • journal = {arXiv},
    • year = 2019,
    • month = sep,
    • url = {https://arxiv.org/abs/1909.06271}
    • }
  •  Jones, M.J., Rambhatla, S., "Body Part Alignment and Temporal Attention for Video-Based Person Re-Identification", British Machine Vision Conference (BMVC), September 2019.
    BibTeX TR2019-108 PDF
    • @inproceedings{Jones2019sep,
    • author = {Jones, Michael J. and Rambhatla, Sai},
    • title = {{Body Part Alignment and Temporal Attention for Video-Based Person Re-Identification}},
    • booktitle = {British Machine Vision Conference (BMVC)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-108}
    • }
  •  Poveda, J., Vamvoudakis, K., Benosman, M., "DEES: A Class of Data-Enabled Robust Feedback Algorithms for Real-Time Optimization", IFAC Nonlinear Control Systems (NOLCOS), September 2019, pp. 670-675.
    BibTeX TR2019-095 PDF
    • @inproceedings{Poveda2019sep,
    • author = {Poveda, Jorge and Vamvoudakis, Kyriakos and Benosman, Mouhacine},
    • title = {{DEES: A Class of Data-Enabled Robust Feedback Algorithms for Real-Time Optimization}},
    • booktitle = {IFAC Nonlinear Control Systems (NOLCOS)},
    • year = 2019,
    • pages = {670--675},
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-095}
    • }
  •  Laughman, C.R., Mackey, C., Bortoff, S.A., Qiao, H., "Modeling and Control of Radiant, Convective, and Ventilation Systems for Multizone Residences", Building Simulation, DOI: 10.26868/​25222708.2019.210847, September 2019.
    BibTeX TR2019-093 PDF
    • @article{Laughman2019sep,
    • author = {Laughman, Christopher R. and Mackey, Chris and Bortoff, Scott A. and Qiao, Hongtao},
    • title = {{Modeling and Control of Radiant, Convective, and Ventilation Systems for Multizone Residences}},
    • journal = {Building Simulation},
    • year = 2019,
    • month = sep,
    • doi = {10.26868/25222708.2019.210847},
    • url = {https://www.merl.com/publications/TR2019-093}
    • }
  •  Yalta, N., Watanabe, S., Hori, T., Nakadai, K., Ogata, T., "CNN-based Multichannel End-to-End Speech Recognition for Everyday Home Environments", European Signal Processing Conference (EUSIPCO), DOI: 10.23919/​EUSIPCO.2019.8902524, September 2019, pp. 1-5.
    BibTeX TR2019-094 PDF
    • @inproceedings{Yalta2019sep,
    • author = {Yalta, Nelson and Watanabe, Shinji and Hori, Takaaki and Nakadai, Kazuhiro and Ogata, Tetsuya},
    • title = {{CNN-based Multichannel End-to-End Speech Recognition for Everyday Home Environments}},
    • booktitle = {European Signal Processing Conference (EUSIPCO)},
    • year = 2019,
    • pages = {1--5},
    • month = sep,
    • doi = {10.23919/EUSIPCO.2019.8902524},
    • url = {https://www.merl.com/publications/TR2019-094}
    • }
  •  Matsumine, T., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Short Lattice-Based Shaping Approach Exploiting Non-Binary Coded Modulation", European Conference on Optical Communication (ECOC), DOI: 10.1049/​cp.2019.1114, September 2019.
    BibTeX TR2019-092 PDF
    • @inproceedings{Matsumine2019sep,
    • author = {Matsumine, Toshiki and Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {{Short Lattice-Based Shaping Approach Exploiting Non-Binary Coded Modulation}},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • publisher = {IET},
    • doi = {10.1049/cp.2019.1114},
    • isbn = {978-1-83953-185-9},
    • url = {https://www.merl.com/publications/TR2019-092}
    • }
  •  Bose, A., Kadu, A., Mansour, H., Wang, P., Boufounos, P.T., Orlik, P.V., Soltanalian, M., "THz Multi-Layer Imaging via Nonlinear Inverse Scattering", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/​IRMMW-THz.2019.8874118, September 2019, pp. 1-2.
    BibTeX TR2019-091 PDF
    • @inproceedings{Bose2019sep,
    • author = {Bose, Arindam and Kadu, Ajinkya and Mansour, Hassan and Wang, Pu and Boufounos, Petros T. and Orlik, Philip V. and Soltanalian, Mojtaba},
    • title = {{THz Multi-Layer Imaging via Nonlinear Inverse Scattering}},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2019,
    • pages = {1--2},
    • month = sep,
    • doi = {10.1109/IRMMW-THz.2019.8874118},
    • issn = {2162-2027},
    • url = {https://www.merl.com/publications/TR2019-091}
    • }
  •  Wang, P., Koike-Akino, T., Bose, A., Ma, R., Orlik, P.V., Tsujita, W., Sadamoto, K., Tsutada, H., Soltanalian, M., "Learning-Based Shadow Mitigation for Terahertz Multi-Layer Imaging", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/​IRMMW-THz.2019.8874429, September 2019.
    BibTeX TR2019-090 PDF
    • @inproceedings{Wang2019sep,
    • author = {Wang, Pu and Koike-Akino, Toshiaki and Bose, Arindam and Ma, Rui and Orlik, Philip V. and Tsujita, Wataru and Sadamoto, Kota and Tsutada, Hiroyuki and Soltanalian, Mojtaba},
    • title = {{Learning-Based Shadow Mitigation for Terahertz Multi-Layer Imaging}},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2019,
    • month = sep,
    • doi = {10.1109/IRMMW-THz.2019.8874429},
    • issn = {2162-2035},
    • isbn = {978-1-5386-8285-2},
    • url = {https://www.merl.com/publications/TR2019-090}
    • }
  •  Yamashita, G., Tsujita, W., Tsutada, H., Ma, R., Wang, P., Orlik, P.V., Suzuki, S., Dobroiu, A., Asada, M., "Terahertz Polarimetric Sensing for Linear Encoder Based on a Resonant-Tunneling-Diode and CFRP polarizing plates", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/​IRMMW-THz.2019.8873859, September 2019, pp. 1-2.
    BibTeX TR2019-089 PDF
    • @inproceedings{Yamashita2019sep,
    • author = {Yamashita, Genki and Tsujita, Wataru and Tsutada, Hiroyuki and Ma, Rui and Wang, Pu and Orlik, Philip V. and Suzuki, Safumi and Dobroiu, Adrian and Asada, M.},
    • title = {{Terahertz Polarimetric Sensing for Linear Encoder Based on a Resonant-Tunneling-Diode and CFRP polarizing plates}},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2019,
    • pages = {1--2},
    • month = sep,
    • doi = {10.1109/IRMMW-THz.2019.8873859},
    • issn = {2162-2027},
    • url = {https://www.merl.com/publications/TR2019-089}
    • }
  •  Berntorp, K., Danielson, C., Weiss, A., Di Cairano, S., Erliksson, K., Bai, R., "Positive Invariant Sets for Safe Integrated Vehicle Motion Planning and Control", Transactions on Intelligent Vehicles, DOI: 10.1109/​TIV.2019.2955371, Vol. 5, No. 1, pp. 112-126, August 2019.
    BibTeX TR2019-086 PDF Video
    • @article{Berntorp2019aug,
    • author = {Berntorp, Karl and Danielson, Claus and Weiss, Avishai and {Di Cairano}, Stefano and Erliksson, Karl and Bai, Richard},
    • title = {{Positive Invariant Sets for Safe Integrated Vehicle Motion Planning and Control}},
    • journal = {Transactions on intelligent vehicles},
    • year = 2019,
    • volume = 5,
    • number = 1,
    • pages = {112--126},
    • month = aug,
    • doi = {10.1109/TIV.2019.2955371},
    • url = {https://www.merl.com/publications/TR2019-086}
    • }
  •  Xu, W., Wang, G., Sullivan, A., Zhang, Z., "Towards Learning Affine-Invariant Representations via Data-Efficient CNNs", arXiv, August 2019.
    BibTeX arXiv
    • @article{Xu2019aug,
    • author = {Xu, Wenju and Wang, Guanghui and Sullivan, Alan and Zhang, Ziming},
    • title = {{Towards Learning Affine-Invariant Representations via Data-Efficient CNNs}},
    • journal = {arXiv},
    • year = 2019,
    • month = aug,
    • url = {https://arxiv.org/abs/1909.00114}
    • }
  •  Zhang, S., Zhang, S., Wang, B., Habetler, T., "Deep Learning Algorithms for Bearing Fault Diagnostics — A Review", Symposium on Diagnostics for Electric Machines, Power Electronic and Drives (SDEMPED), DOI: 10.1109/​DEMPED.2019.8864915, August 2019, pp. 257-263.
    BibTeX TR2019-084 PDF
    • @inproceedings{Zhang2019aug,
    • author = {Zhang, Shen and Zhang, Shibo and Wang, Bingnan and Habetler, Thomas},
    • title = {{Deep Learning Algorithms for Bearing Fault Diagnostics — A Review}},
    • booktitle = {Symposium on Diagnostics for Electric Machines, Power Electronic and Drives (SDEMPED)},
    • year = 2019,
    • pages = {257--263},
    • month = aug,
    • doi = {10.1109/DEMPED.2019.8864915},
    • url = {https://www.merl.com/publications/TR2019-084}
    • }
  •  Wang, J., Cherian, A., "Discriminative Video Representation Learning Using Support Vector Classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/​TPAMI.2019.2937292, August 2019.
    BibTeX TR2019-107 PDF
    • @article{Wang2019aug,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {{Discriminative Video Representation Learning Using Support Vector Classifiers}},
    • journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    • year = 2019,
    • month = aug,
    • doi = {10.1109/TPAMI.2019.2937292},
    • url = {https://www.merl.com/publications/TR2019-107}
    • }
  •  Lin, C., Wang, Y., Kolesov, G., Kalabić, U., "Application of Pontryagin's Minimum Principle to Grover's Quantum Search Problem", Physical Review, DOI: 10.1103/​PhysRevA.100.022327, Vol. 100, No. 2, August 2019.
    BibTeX TR2019-087 PDF
    • @article{Lin2019aug,
    • author = {Lin, Chungwei and Wang, Yebin and Kolesov, Grigory and Kalabić, Uroš},
    • title = {{Application of Pontryagin's Minimum Principle to Grover's Quantum Search Problem}},
    • journal = {Physical Review},
    • year = 2019,
    • volume = 100,
    • number = 2,
    • month = aug,
    • doi = {10.1103/PhysRevA.100.022327},
    • url = {https://www.merl.com/publications/TR2019-087}
    • }
  •  Kalabić, U., Di Cairano, S., "Smooth Transitions in Shared Control Using Constraint-Admissible Sets", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/​CCTA.2019.8920574, August 2019, pp. 21-26.
    BibTeX TR2019-083 PDF
    • @inproceedings{Kalabic2019aug,
    • author = {Kalabić, Uroš and {Di Cairano}, Stefano},
    • title = {{Smooth Transitions in Shared Control Using Constraint-Admissible Sets}},
    • booktitle = {Proc. IEEE Conf. Control Technology and Applications},
    • year = 2019,
    • pages = {21--26},
    • month = aug,
    • doi = {10.1109/CCTA.2019.8920574},
    • url = {https://www.merl.com/publications/TR2019-083}
    • }