- Benosman, M., "A Neuro-Adaptive Architecture for Extremum Seeking Control Using Hybrid Learning Dynamics", American Control Conference (ACC), April 2017.
BibTeX TR2017-050 PDF- @inproceedings{Benosman2017apr,
- author = {Benosman, Mouhacine},
- title = {A Neuro-Adaptive Architecture for Extremum Seeking Control Using Hybrid Learning Dynamics},
- booktitle = {American Control Conference (ACC)},
- year = 2017,
- month = apr,
- url = {https://www.merl.com/publications/TR2017-050}
- }
- Farahmand, A.-M., Barreto, A.M.S., Nikovski, D.N., "Value-Aware Loss Function for Model-based Reinforcement Learning", Artificial Intelligence and Statistics (AISTATS), Vol. 54, April 2017.
BibTeX TR2017-049 PDF- @article{Farahmand2017apr,
- author = {Farahmand, Amir-massoud and Barreto, Andre M.S. and Nikovski, Daniel N.},
- title = {Value-Aware Loss Function for Model-based Reinforcement Learning},
- journal = {Artificial Intelligence and Statistics (AISTATS)},
- year = 2017,
- volume = 54,
- month = apr,
- url = {https://www.merl.com/publications/TR2017-049}
- }
- Wang, P., Orlik, P.V., Sadamoto, K., Tsujita, W., Sawa, Y., "Cramer-Rao Bounds for A Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2017.2689761, Vol. 24, No. 6, pp. 746-750, March 2017.
BibTeX TR2017-039 PDF- @article{Wang2017mar,
- author = {Wang, Pu and Orlik, Philip V. and Sadamoto, Kota and Tsujita, Wataru and Sawa, Yoshitsugu},
- title = {Cramer-Rao Bounds for A Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals},
- journal = {IEEE Signal Processing Letters},
- year = 2017,
- volume = 24,
- number = 6,
- pages = {746--750},
- month = mar,
- doi = {10.1109/LSP.2017.2689761},
- issn = {1558-2361},
- url = {https://www.merl.com/publications/TR2017-039}
- }
- Koike-Akino, T., Parsons, K., Millar, D.S., Kojima, K., "Lattice Precoding for IM/DD POF Interconnects", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/OFC.2017.W1J.4, March 2017.
BibTeX TR2017-022 PDF- @inproceedings{Koike-Akino2017mar,
- author = {Koike-Akino, Toshiaki and Parsons, Kieran and Millar, David S. and Kojima, Keisuke},
- title = {Lattice Precoding for IM/DD POF Interconnects},
- booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
- year = 2017,
- month = mar,
- doi = {10.1364/OFC.2017.W1J.4},
- url = {https://www.merl.com/publications/TR2017-022}
- }
- Koike-Akino, T., Wang, Y., Draper, S.C., Sugihara, K., Matsumoto, W., Millar, D.S., Parsons, K., Kojima, K., "Bit-Interleaved Polar-Coded Modulation for Low-Latency Short-Block Transmission", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/OFC.2017.W1J.6, March 2017.
BibTeX TR2017-024 PDF- @inproceedings{Koike-Akino2017mar2,
- author = {Koike-Akino, Toshiaki and Wang, Ye and Draper, Stark C. and Sugihara, Kenya and Matsumoto, Wataru and Millar, David S. and Parsons, Kieran and Kojima, Keisuke},
- title = {Bit-Interleaved Polar-Coded Modulation for Low-Latency Short-Block Transmission},
- booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
- year = 2017,
- month = mar,
- doi = {10.1364/OFC.2017.W1J.6},
- url = {https://www.merl.com/publications/TR2017-024}
- }
- Koike-Akino, T., Yoshida, T., Parsons, K., Millar, D.S., Kojima, K., Pajovic, M., "Fully-Parallel Soft-Decision Cycle Slip Recovery", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/OFC.2017.W2A.56, March 2017.
BibTeX TR2017-023 PDF- @inproceedings{Koike-Akino2017mar3,
- author = {Koike-Akino, Toshiaki and Yoshida, Tsuyoshi and Parsons, Kieran and Millar, David S. and Kojima, Keisuke and Pajovic, Milutin},
- title = {Fully-Parallel Soft-Decision Cycle Slip Recovery},
- booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
- year = 2017,
- month = mar,
- doi = {10.1364/OFC.2017.W2A.56},
- url = {https://www.merl.com/publications/TR2017-023}
- }
- Kojima, K., Yoshida, T., Parsons, K., Koike-Akino, T., Millar, D.S., Matsuda, K., "Nonlinearity-tolerant time domain hybrid modulation for 4-8 bits/symbol based on 2A8PSK", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/OFC.2017.W4A.5, March 2017.
BibTeX TR2017-025 PDF- @inproceedings{Kojima2017mar,
- author = {Kojima, Keisuke and Yoshida, Tsuyoshi and Parsons, Kieran and Koike-Akino, Toshiaki and Millar, David S. and Matsuda, Keisuke},
- title = {Nonlinearity-tolerant time domain hybrid modulation for 4-8 bits/symbol based on 2A8PSK},
- booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
- year = 2017,
- month = mar,
- doi = {10.1364/OFC.2017.W4A.5},
- url = {https://www.merl.com/publications/TR2017-025}
- }
- Millar, D.S., Pajovic, M., Koike-Akino, T., Kojima, K., Parsons, K., "A Simplified Dual-Carrier DP-64QAM 1 Tb/s Transceiver", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/OFC.2017.M3D.2, March 2017.
BibTeX TR2017-026 PDF- @inproceedings{Millar2017mar,
- author = {Millar, David S. and Pajovic, Milutin and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
- title = {A Simplified Dual-Carrier DP-64QAM 1 Tb/s Transceiver},
- booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
- year = 2017,
- month = mar,
- doi = {10.1364/OFC.2017.M3D.2},
- url = {https://www.merl.com/publications/TR2017-026}
- }
- Liu, H., Kim, K.J., Kwak, K.S., Poor, H.V., "QoS-Constrained Relay Control for Full-Duplex Relaying with SWIPT", IEEE Transactions on Wireless Communications, DOI: 10.1109/TWC.2017.2672551, Vol. 16, No. 5, pp. 2936-2949, March 2017.
BibTeX TR2017-105 PDF- @article{Liu2017mar,
- author = {Liu, Hongwu and Kim, Kyeong Jin and Kwak, Kyung Sup and Poor, H. Vincent},
- title = {QoS-Constrained Relay Control for Full-Duplex Relaying with SWIPT},
- journal = {IEEE Transactions on Wireless Communications},
- year = 2017,
- volume = 16,
- number = 5,
- pages = {2936--2949},
- month = mar,
- doi = {10.1109/TWC.2017.2672551},
- issn = {1536-1276},
- url = {https://www.merl.com/publications/TR2017-105}
- }
- Watanabe, S., Hori, T., Hayashi, T., Kim, S., "End-to-end ASR without using morphological analyzer, pronunciation dictionary and language model", Acoustical Society of Japan Spring Meeting (ASJ), March 2017.
BibTeX TR2017-021 PDF- @inproceedings{Watanabe2017mar2,
- author = {Watanabe, Shinji and Hori, Takaaki and Hayashi, Tomoki and Kim, Suyoun},
- title = {End-to-end ASR without using morphological analyzer, pronunciation dictionary and language model},
- booktitle = {Acoustical Society of Japan Spring Meeting (ASJ)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-021}
- }
- Boufounos, P.T., Rane, S.D., Mansour, H., "Representation and Coding of Signal Geometry", Information and Inference: a Journal of the IMA, March 2017.
BibTeX TR2017-036 PDF- @article{Boufounos2017mar,
- author = {Boufounos, Petros T. and Rane, Shantanu D. and Mansour, Hassan},
- title = {Representation and Coding of Signal Geometry},
- journal = {Information and Inference: a Journal of the IMA},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-036}
- }
- Lin, C., Wang, B., Teo, K.H., Bandaru, P.R., "Application of impedance matching for enhanced transmitted power in a thermophotovoltaic system", Physical Review Applied, DOI: 10.1103/PhysRevApplied.7.034003, Vol. 7, No. 3, April 2017.
BibTeX TR2017-047 PDF- @article{Lin2017mar,
- author = {Lin, Chungwei and Wang, Bingnan and Teo, Koon Hoo and Bandaru, Prabhakar R.},
- title = {Application of impedance matching for enhanced transmitted power in a thermophotovoltaic system},
- journal = {Physical Review Applied},
- year = 2017,
- volume = 7,
- number = 3,
- month = mar,
- doi = {10.1103/PhysRevApplied.7.034003},
- url = {https://www.merl.com/publications/TR2017-047}
- }
- Chen, S., Tian, D., Feng, C., Vetro, A., Kovacevic, J., "Contour-Enhanced Resampling of 3D Point Clouds Via Graphs", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-017 PDF- @inproceedings{Chen2017mar,
- author = {Chen, Siheng and Tian, Dong and Feng, Chen and Vetro, Anthony and Kovacevic, Jelena},
- title = {Contour-Enhanced Resampling of 3D Point Clouds Via Graphs},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-017}
- }
- Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J., Takeda, K., "BLSTM-HMM Hybrid System Combined with Sound Activity Detection Network for Polyphonic Sound Event Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-014 PDF- @inproceedings{Hayashi2017mar,
- author = {Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and Le Roux, Jonathan and Takeda, Kazuya},
- title = {BLSTM-HMM Hybrid System Combined with Sound Activity Detection Network for Polyphonic Sound Event Detection},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-014}
- }
- Kao, J.-Y., Tian, D., Mansour, H., Ortega, A., Vetro, A., "Disc-Glasso: Discriminative Graph Learning with Sparsity Regularization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-018 PDF- @inproceedings{Kao2017mar,
- author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Ortega, Antonio and Vetro, Anthony},
- title = {Disc-Glasso: Discriminative Graph Learning with Sparsity Regularization},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-018}
- }
- Kim, S., Hori, T., Watanabe, S., "Joint CTC- Attention Based End-to-End Speech Recognition Using Multi-task Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-016 PDF Video- @inproceedings{Kim2017mar,
- author = {Kim, Suyoun and Hori, Takaaki and Watanabe, Shinji},
- title = {Joint CTC- Attention Based End-to-End Speech Recognition Using Multi-task Learning},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-016}
- }
- Li, Q., Liu, S., Mansour, H., Wakin, M., Yang, D., Zhu, Z., "Jazz: A Companion to Music for Frequency Estimation with Missing Data", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-013 PDF- @inproceedings{Li2017mar,
- author = {Li, Qiuwei and Liu, Shuang and Mansour, Hassan and Wakin, Michael and Yang, Dehui and Zhu, Zhihui},
- title = {Jazz: A Companion to Music for Frequency Estimation with Missing Data},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-013}
- }
- Liu, H.-Y., Kamilov, U., Liu, D., Mansour, H., Boufounos, P.T., "Compressive Imaging with Iterative Forward Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-009 PDF- @inproceedings{Liu2017mar2,
- author = {Liu, Hsiou-Yuan and Kamilov, Ulugbek and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
- title = {Compressive Imaging with Iterative Forward Models},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-009}
- }
- Luo, Y., Chen, Z., Hershey, J.R., Le Roux, J., Mesgarani, N., "Deep Clustering and Conventional Networks for Music Separation: Strong Together", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-010 PDF- @inproceedings{Luo2017mar,
- author = {Luo, Yi and Chen, Zhuo and Hershey, John R. and Le Roux, Jonathan and Mesgarani, Nima},
- title = {Deep Clustering and Conventional Networks for Music Separation: Strong Together},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-010}
- }
- Meng, Z., Watanabe, S., Hershey, J.R., Erdogan, H., "Deep Long Short-Term Memory Adaptive Beamforming Networks for Multichannel Robust Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-012 PDF- @inproceedings{Meng2017mar,
- author = {Meng, Zhong and Watanabe, Shinji and Hershey, John R. and Erdogan, Hakan},
- title = {Deep Long Short-Term Memory Adaptive Beamforming Networks for Multichannel Robust Speech Recognition},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-012}
- }
- Wang, Y., Raval, N.J., Ishwar, P., Hattori, M., Hirano, T., Matsuda, N., Shimizu, R., "On Methods for Privacy-Preserving Energy Disaggregation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-015 PDF- @inproceedings{Wang2017mar2,
- author = {Wang, Ye and Raval, Nisarg J and Ishwar, Prakash and Hattori, Mitsuhiro and Hirano, Takato and Matsuda, Nori and Shimizu, Rina},
- title = {On Methods for Privacy-Preserving Energy Disaggregation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-015}
- }
- Watanabe, S., Hori, T., Le Roux, J., Hershey, J.R., "Student-Teacher Network Learning with Enhanced Features", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-011 PDF- @inproceedings{Watanabe2017mar,
- author = {Watanabe, Shinji and Hori, Takaaki and Le Roux, Jonathan and Hershey, John R.},
- title = {Student-Teacher Network Learning with Enhanced Features},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-011}
- }
- Koike-Akino, T., Kojima, K., Millar, D.S., Parsons, K., Yoshida, T., Sugihara, T., "Pareto Optimization of Adaptive Modulation and Coding Set in Nonlinear Fiber-Optic Systems", IEEE Journal of Lightwave Technology, DOI: 10.1109/JLT.2016.2604561, Vol. 35, No. 4, pp. 1041-1049, February 2017.
BibTeX TR2017-027 PDF- @article{Koike-Akino2017feb,
- author = {Koike-Akino, Toshiaki and Kojima, Keisuke and Millar, David S. and Parsons, Kieran and Yoshida, Tsuyoshi and Sugihara, Takashi},
- title = {Pareto Optimization of Adaptive Modulation and Coding Set in Nonlinear Fiber-Optic Systems},
- journal = {IEEE Journal of Lightwave Technology},
- year = 2017,
- volume = 35,
- number = 4,
- pages = {1041--1049},
- month = feb,
- doi = {10.1109/JLT.2016.2604561},
- issn = {1558-2213},
- url = {https://www.merl.com/publications/TR2017-027}
- }
- Knyazev, A., Gadde, A., Mansour, H., Tian, D., "Guided Signal Reconstruction Theory", arXiv, February 2017.
BibTeX arXiv- @article{Knyazev2017feb,
- author = {Knyazev, Andrew and Gadde, Akshay and Mansour, Hassan and Tian, Dong},
- title = {Guided Signal Reconstruction Theory},
- journal = {arXiv},
- year = 2017,
- month = feb,
- url = {https://arxiv.org/abs/1702.00852}
- }
- Yu, L., Goldsmith, A., Di Cairano, S., "Efficient Convex Optimization on GPUs for Embedded Model Predictive Control", Workshop on General Purpose Processing with Graphics Processing Units, DOI: 10.1145/3038228.3038234, February 2017, pp. 12-21.
BibTeX TR2017-033 PDF- @inproceedings{Yu2017feb,
- author = {Yu, Leiming and Goldsmith, Abraham and Di Cairano, Stefano},
- title = {Efficient Convex Optimization on GPUs for Embedded Model Predictive Control},
- booktitle = {Workshop on General Purpose Processing with Graphics Processing Units},
- year = 2017,
- pages = {12--21},
- month = feb,
- doi = {10.1145/3038228.3038234},
- isbn = {978-1-4503-4915-4},
- url = {https://www.merl.com/publications/TR2017-033}
- }