Publications

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


  •  Deshmukh, A., Laftchiev, E., "Semi-Supervised Transfer Learning Using Marginal Predictors", IEEE Data Science Workshop, DOI: 10.1109/​DSW.2018.8439908, June 6, 2018, pp. 160-164.
    BibTeX TR2018-040 PDF Software
    • @inproceedings{Deshmukh2018jun,
    • author = {Deshmukh, Aniket and Laftchiev, Emil},
    • title = {{Semi-Supervised Transfer Learning Using Marginal Predictors}},
    • booktitle = {IEEE Data Science Workshop},
    • year = 2018,
    • pages = {160--164},
    • month = jun,
    • doi = {10.1109/DSW.2018.8439908},
    • url = {https://www.merl.com/publications/TR2018-040}
    • }
  •  Wittenburg, K.B., Lee, T.-Y., "Equal-Height Treemaps for Multivariate Data", International Working Conference on Advanced Visual Interfaces (AVI), DOI: 10.1145/​3206505.3206591, May 2018.
    BibTeX TR2018-063 PDF
    • @inproceedings{Wittenburg2018may,
    • author = {Wittenburg, Kent B. and Lee, Teng-Yok},
    • title = {{Equal-Height Treemaps for Multivariate Data}},
    • booktitle = {International Working Conference on Advanced Visual Interfaces (AVI)},
    • year = 2018,
    • month = may,
    • doi = {10.1145/3206505.3206591},
    • url = {https://www.merl.com/publications/TR2018-063}
    • }
  •  Tanovic, O., Ma, R., "Compact Analytical Description of Digital Radio-Frequency Pulse-Width Modulated Signals", IEEE International Symposium on Circuits & Systems (ISCAS), DOI: 10.1109/​ISCAS.2018.8351725, May 2018.
    BibTeX TR2018-065 PDF
    • @inproceedings{Tanovic2018may,
    • author = {Tanovic, Omer and Ma, Rui},
    • title = {{Compact Analytical Description of Digital Radio-Frequency Pulse-Width Modulated Signals}},
    • booktitle = {IEEE International Symposium on Circuits \& Systems (ISCAS)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/ISCAS.2018.8351725},
    • url = {https://www.merl.com/publications/TR2018-065}
    • }
  •  Keerthisinghe, C., Sun, H., Takaguchi, Y., Nikovski, D.N., Hashimoto, H., "Machine Learning Based State-Space Approximate Dynamic Programming Approach for Energy and Reserve Management of Power Plants", IEEE PES Innovative Smart Grid Technologies Conference - Asia (ISGT Asia), DOI: 10.1109/​ISGT-Asia.2018.8467807, May 2018, pp. 669-674.
    BibTeX TR2018-064 PDF
    • @inproceedings{Keerthisinghe2018may,
    • author = {Keerthisinghe, Chanaka and Sun, Hongbo and Takaguchi, Yusuke and Nikovski, Daniel N. and Hashimoto, Hiroyuki},
    • title = {{Machine Learning Based State-Space Approximate Dynamic Programming Approach for Energy and Reserve Management of Power Plants}},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference - Asia (ISGT Asia)},
    • year = 2018,
    • pages = {669--674},
    • month = may,
    • doi = {10.1109/ISGT-Asia.2018.8467807},
    • url = {https://www.merl.com/publications/TR2018-064}
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "Nonlinear Equalization with Deep Learning for Multi-Purpose Visual MIMO Communications", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2018.8422544, May 2018.
    BibTeX TR2018-039 PDF
    • @inproceedings{Fujihashi2018may,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
    • title = {{Nonlinear Equalization with Deep Learning for Multi-Purpose Visual MIMO Communications}},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/ICC.2018.8422544},
    • url = {https://www.merl.com/publications/TR2018-039}
    • }
  •  Kim, K.J., Di Renzo, M., Liu, H., Orlik, P.V., Poor, H.V., "Diversity Gain Analysis of Distributed CDD Systems in Non-identical Frequency Selective Fading", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2018.8422918, May 2018.
    BibTeX TR2018-061 PDF
    • @inproceedings{Kim2018may2,
    • author = {Kim, Kyeong Jin and Di Renzo, Marco and Liu, Hongwu and Orlik, Philip V. and Poor, H. Vincent},
    • title = {{Diversity Gain Analysis of Distributed CDD Systems in Non-identical Frequency Selective Fading}},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/ICC.2018.8422918},
    • url = {https://www.merl.com/publications/TR2018-061}
    • }
  •  Kim, K.J., Liu, H., Di Renzo, M., Orlik, P.V., Poor, H.V., "Secrecy Performance Analysis of Distributed CDD based Cooperative Systems with Jamming", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2018.8422679, May 2018.
    BibTeX TR2018-053 PDF
    • @inproceedings{Kim2018may,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Di Renzo, Marco and Orlik, Philip V. and Poor, H. Vincent},
    • title = {{Secrecy Performance Analysis of Distributed CDD based Cooperative Systems with Jamming}},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/ICC.2018.8422679},
    • url = {https://www.merl.com/publications/TR2018-053}
    • }
  •  Koike-Akino, T., Cao, C., Wang, Y., "Turbo Product Codes with Irregular Polar Coding for High-Throughput Parallel Decoding in Wireless OFDM Transmission", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2018.8422466, May 2018.
    BibTeX TR2018-038 PDF
    • @inproceedings{Koike-Akino2018may,
    • author = {Koike-Akino, Toshiaki and Cao, Congzhe and Wang, Ye},
    • title = {{Turbo Product Codes with Irregular Polar Coding for High-Throughput Parallel Decoding in Wireless OFDM Transmission}},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/ICC.2018.8422466},
    • url = {https://www.merl.com/publications/TR2018-038}
    • }
  •  Pajovic, M., Orlik, P.V., "Reduced-Dimension Symbol Detection in Random Access Channel", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2018.8422126, May 2018.
    BibTeX TR2018-060 PDF
    • @inproceedings{Pajovic2018may,
    • author = {Pajovic, Milutin and Orlik, Philip V.},
    • title = {{Reduced-Dimension Symbol Detection in Random Access Channel}},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/ICC.2018.8422126},
    • url = {https://www.merl.com/publications/TR2018-060}
    • }
  •  Laughman, C.R., Bortoff, S.A., Qiao, H., "Modeling and Coordinated Control of an Air-Source Heat Pump and Hydronic Radiant Heating System", Japanese Modelica Conference, May 2018.
    BibTeX TR2018-059 PDF
    • @inproceedings{Laughman2018may,
    • author = {Laughman, Christopher R. and Bortoff, Scott A. and Qiao, Hongtao},
    • title = {{Modeling and Coordinated Control of an Air-Source Heat Pump and Hydronic Radiant Heating System}},
    • booktitle = {Japanese Modelica Conference},
    • year = 2018,
    • month = may,
    • url = {https://www.merl.com/publications/TR2018-059}
    • }
  •  Dinis, D., Ma, R., Teo, K.H., Orlik, P.V., Oliveira, A., Vieira, J., "Towards Analog Filter-Free All-Digital Transmitters through Hybrid Estimation and Cancellation of Delta-Signma M's Quantization Noise", International Microwave and Radar Conference, May 2018.
    BibTeX TR2018-057 PDF
    • @inproceedings{Dinis2018may,
    • author = {Dinis, Daniel and Ma, Rui and Teo, Koon Hoo and Orlik, Philip V. and Oliveira, Arnaldo and Vieira, Jose},
    • title = {{Towards Analog Filter-Free All-Digital Transmitters through Hybrid Estimation and Cancellation of Delta-Signma M's Quantization Noise}},
    • booktitle = {International Microwave and Radar Conference},
    • year = 2018,
    • month = may,
    • url = {https://www.merl.com/publications/TR2018-057}
    • }
  •  Kojima, K., Parsons, K., Koike-Akino, T., Millar, D.S., "Mapping options of 4D constant modulus format for multi-subcarrier modulation", Conference on Lasers and Electro-Optics (CLEO), May 2018.
    BibTeX TR2018-052 PDF
    • @inproceedings{Kojima2018may,
    • author = {Kojima, Keisuke and Parsons, Kieran and Koike-Akino, Toshiaki and Millar, David S.},
    • title = {{Mapping options of 4D constant modulus format for multi-subcarrier modulation}},
    • booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
    • year = 2018,
    • month = may,
    • url = {https://www.merl.com/publications/TR2018-052}
    • }
  •  Wang, P., Millar, D.S., Parsons, K., Orlik, P.V., "Nonlinearity Correction for Range Estimation in FMCW Millimeter-Wave Automotive Radar", IEEE International Wireless Symposium (IWS), DOI: 10.1109/​IEEE-IWS.2018.8400806, May 2018.
    BibTeX TR2018-054 PDF
    • @inproceedings{Wang2018may,
    • author = {Wang, Pu and Millar, David S. and Parsons, Kieran and Orlik, Philip V.},
    • title = {{Nonlinearity Correction for Range Estimation in FMCW Millimeter-Wave Automotive Radar}},
    • booktitle = {IEEE International Wireless Symposium (IWS)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/IEEE-IWS.2018.8400806},
    • url = {https://www.merl.com/publications/TR2018-054}
    • }
  •  Weiss, A., Kalabić, U., Di Cairano, S., "Station keeping and momentum management of low-thrust satellites using MPC", Aerospace Science and Technology, DOI: 10.1016/​j.ast.2018.02.014, Vol. 76, pp. 229-241, May 2018.
    BibTeX TR2018-048 PDF
    • @article{Weiss2018may,
    • author = {Weiss, Avishai and Kalabić, Uroš and {Di Cairano}, Stefano},
    • title = {{Station keeping and momentum management of low-thrust satellites using MPC}},
    • journal = {Aerospace Science and Technology},
    • year = 2018,
    • volume = 76,
    • pages = {229--241},
    • month = may,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ast.2018.02.014},
    • url = {https://www.merl.com/publications/TR2018-048}
    • }
  •  Brand, M., "Tri-tone freeforms", Laser Display and Lighting Conference, April 2018.
    BibTeX TR2018-043 PDF
    • @inproceedings{Brand2018apr,
    • author = {Brand, Matthew},
    • title = {{Tri-tone freeforms}},
    • booktitle = {Laser Display and Lighting Conference},
    • year = 2018,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2018-043}
    • }
  •  Fu, H., Wang, P., Koike-Akino, T., Orlik, P.V., Chi, Y., "Terahertz Imaging of Binary Reflectance with Variational Bayesian Inference", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461987, April 2018, pp. 3394-3398.
    BibTeX TR2018-004 PDF
    • @inproceedings{Fu2018apr,
    • author = {Fu, Haoyu and Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V. and Chi, Yuejie},
    • title = {{Terahertz Imaging of Binary Reflectance with Variational Bayesian Inference}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {3394--3398},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8461987},
    • url = {https://www.merl.com/publications/TR2018-004}
    • }
  •  Mansour, H., Kamilov, U.S., Liu, D., Boufounos, P.T., "Radar Autofocus Using Sparse Blind Deconvolution", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462402, April 2018, pp. 1623-1627.
    BibTeX TR2018-003 PDF Video
    • @inproceedings{Mansour2018apr,
    • author = {Mansour, Hassan and Kamilov, Ulugbek S. and Liu, Dehong and Boufounos, Petros T.},
    • title = {{Radar Autofocus Using Sparse Blind Deconvolution}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {1623--1627},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462402},
    • url = {https://www.merl.com/publications/TR2018-003}
    • }
  •  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., "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}
    • }
  •  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}
    • }
  •  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}
    • }