Publications

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


  •  Grover, P., Bakshi, K., Theodorou, E., "A mean-field game model for homogenous flocking", Chaos: An Interdisciplinary Journal of Nonlinear Science, DOI: 10.1063/​1.5036663, Vol. 28, No. 6, June 2018.
    BibTeX TR2018-032 PDF
    • @article{Grover2018jun,
    • author = {Grover, Piyush and Bakshi, Kaivalya and Theodorou, Evangelos},
    • title = {A mean-field game model for homogenous flocking},
    • journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science},
    • year = 2018,
    • volume = 28,
    • number = 6,
    • month = jun,
    • doi = {10.1063/1.5036663},
    • url = {https://www.merl.com/publications/TR2018-032}
    • }
  •  Shen, Y., Feng, C., Yang, Y., Tian, D., "Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2018.
    BibTeX TR2018-041 PDF Software
    • @inproceedings{Shen2018jun,
    • author = {Shen, Yiru and Feng, Chen and Yang, Yaoqing and Tian, Dong},
    • title = {Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2018,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2018-041}
    • }
  •  Yang, Y., Feng, C., Shen, Y., Tian, D., "FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/​CVPR.2018.00029, June 2018.
    BibTeX TR2018-042 PDF Software
    • @inproceedings{Yang2018jun,
    • author = {Yang, Yaoqing and Feng, Chen and Shen, Yiru and Tian, Dong},
    • title = {FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2018,
    • month = jun,
    • doi = {10.1109/CVPR.2018.00029},
    • url = {https://www.merl.com/publications/TR2018-042}
    • }
  •  Zhang, Z., Wu, Y., Wang, G., "BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2018, pp. 3301-3309.
    BibTeX TR2018-068 PDF
    • @inproceedings{Zhang2018jun,
    • author = {Zhang, Ziming and Wu, Yuanwei and Wang, Guanghui},
    • title = {BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2018,
    • pages = {3301--3309},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2018-068}
    • }
  •  Nowara, E., Marks, T.K., Mansour, H., Nakamura, Y., Veeraraghavan, A., "SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM, June 2018, pp. 1272-1281.
    BibTeX TR2018-067 PDF
    • @inproceedings{Nowara2018jun,
    • author = {Nowara, Ewa and Marks, Tim K. and Mansour, Hassan and Nakamura, Yudai and Veeraraghavan, Ashok},
    • title = {SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM},
    • year = 2018,
    • pages = {1272--1281},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2018-067}
    • }
  •  Caverly, R., Di Cairano, S., Weiss, A., "On-Off Quantization of an MPC Policy for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites", European Control Conference (ECC), DOI: 10.23919/​ECC.2018.8550336, June 2018.
    BibTeX TR2018-078 PDF
    • @inproceedings{Caverly2018jun2,
    • author = {Caverly, Ryan and Di Cairano, Stefano and Weiss, Avishai},
    • title = {On-Off Quantization of an MPC Policy for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites},
    • booktitle = {European Control Conference (ECC)},
    • year = 2018,
    • month = jun,
    • doi = {10.23919/ECC.2018.8550336},
    • url = {https://www.merl.com/publications/TR2018-078}
    • }
  •  Kalabić, U., Di Cairano, S., "Inner-Loop Reference Governor Design with an Application to Human-in-the-Loop Control", European Control Conference (ECC), DOI: 10.23919/​ECC.2018.8550423, June 2018, pp. 1021-1026.
    BibTeX TR2018-079 PDF
    • @inproceedings{Kalabic2018jun,
    • author = {Kalabić, Uroš and Di Cairano, Stefano},
    • title = {Inner-Loop Reference Governor Design with an Application to Human-in-the-Loop Control},
    • booktitle = {European Control Conference (ECC)},
    • year = 2018,
    • pages = {1021--1026},
    • month = jun,
    • doi = {10.23919/ECC.2018.8550423},
    • url = {https://www.merl.com/publications/TR2018-079}
    • }
  •  Malyshev, A., Quirynen, R., Knyazev, A., Di Cairano, S., "A regularized Newton solver for linear model predictive control", European Control Conference (ECC), DOI: 10.23919/​ECC.2018.8550438, June 2018, pp. 1393-1398.
    BibTeX TR2018-080 PDF
    • @inproceedings{Malyshev2018jun,
    • author = {Malyshev, Alexander and Quirynen, Rien and Knyazev, Andrew and Di Cairano, Stefano},
    • title = {A regularized Newton solver for linear model predictive control},
    • booktitle = {European Control Conference (ECC)},
    • year = 2018,
    • pages = {1393--1398},
    • month = jun,
    • doi = {10.23919/ECC.2018.8550438},
    • url = {https://www.merl.com/publications/TR2018-080}
    • }
  •  Quirynen, R., Hespanhol, P., "A Real-Time Iteration Scheme with Quasi-Newton Jacobian Updates for Nonlinear Model Predictive Control", European Control Conference (ECC), DOI: 10.23919/​ECC.2018.8550541, June 2018, pp. 1517-1522.
    BibTeX TR2018-082 PDF
    • @inproceedings{Quirynen2018jun,
    • author = {Quirynen, Rien and Hespanhol, Pedro},
    • title = {A Real-Time Iteration Scheme with Quasi-Newton Jacobian Updates for Nonlinear Model Predictive Control},
    • booktitle = {European Control Conference (ECC)},
    • year = 2018,
    • pages = {1517--1522},
    • month = jun,
    • doi = {10.23919/ECC.2018.8550541},
    • url = {https://www.merl.com/publications/TR2018-082}
    • }
  •  Quirynen, R., Knyazev, A., Di Cairano, S., "Block Structured Preconditioning within an Active-Set Method for Real-Time Optimal Control", European Control Conference (ECC), DOI: 10.23919/​ECC.2018.8550316, June 2018, pp. 1154-1159.
    BibTeX TR2018-081 PDF
    • @inproceedings{Quirynen2018jun3,
    • author = {Quirynen, Rien and Knyazev, Andrew and Di Cairano, Stefano},
    • title = {Block Structured Preconditioning within an Active-Set Method for Real-Time Optimal Control},
    • booktitle = {European Control Conference (ECC)},
    • year = 2018,
    • pages = {1154--1159},
    • month = jun,
    • doi = {10.23919/ECC.2018.8550316},
    • url = {https://www.merl.com/publications/TR2018-081}
    • }
  •  Dinis, D., Ma, R., Teo, K.H., Orlik, P.V., Oliveira, A., Vieira, J., "An FPGA-based Multi-level All-Digital Transmitter with 1.25 GHz of Bandwidth", IEEE International Microwave Symposium (IMS), DOI: 10.1109/​MWSYM.2018.8439490, June 2018, pp. 659-662.
    BibTeX TR2018-075 PDF Video
    • @inproceedings{Dinis2018jun,
    • author = {Dinis, Daniel and Ma, Rui and Teo, Koon Hoo and Orlik, Philip V. and Oliveira, Arnaldo and Vieira, Jose},
    • title = {An FPGA-based Multi-level All-Digital Transmitter with 1.25 GHz of Bandwidth},
    • booktitle = {IEEE International Microwave Symposium (IMS)},
    • year = 2018,
    • pages = {659--662},
    • month = jun,
    • doi = {10.1109/MWSYM.2018.8439490},
    • url = {https://www.merl.com/publications/TR2018-075}
    • }
  •  Komatsuzaki, Y., Lanfranco, S., Komlonen, T., Piirainen, O., Tanskanen, J., Sakata, S., Ma, R., Shinjo, S., Yamanaka, K., Asbeck, P., "A High Efficiency 3.6-4.0 GHz Envelope-Tracking Power Amplifier Using GaN Soft-Switching Buck-Converter", IEEE International Microwave Symposium (IMS), DOI: 10.1109/​MWSYM.2018.8439225, June 2018, pp. 465-468.
    BibTeX TR2018-073 PDF
    • @inproceedings{Komatsuzaki2018jun,
    • author = {Komatsuzaki, Yuji and Lanfranco, Sandro and Komlonen, Tapio and Piirainen, Olli and Tanskanen, Jarno and Sakata, Shuichi and Ma, Rui and Shinjo, Shintaro and Yamanaka, Koji and Asbeck, Peter},
    • title = {A High Efficiency 3.6-4.0 GHz Envelope-Tracking Power Amplifier Using GaN Soft-Switching Buck-Converter},
    • booktitle = {IEEE International Microwave Symposium (IMS)},
    • year = 2018,
    • pages = {465--468},
    • month = jun,
    • doi = {10.1109/MWSYM.2018.8439225},
    • url = {https://www.merl.com/publications/TR2018-073}
    • }
  •  Pajovic, M., "Misspecified Bayesian Cramer-Rao Bound for Sparse Bayesian Learning", IEEE Statistical Signal Processing Workshop (SSP), DOI: 10.1109/​SSP.2018.8450780, June, pp. 263-267.
    BibTeX TR2018-076 PDF
    • @inproceedings{Pajovic2018jun,
    • author = {Pajovic, Milutin},
    • title = {Misspecified Bayesian Cramer-Rao Bound for Sparse Bayesian Learning},
    • booktitle = {IEEE Statistical Signal Processing Workshop (SSP)},
    • year = 2018,
    • pages = {263--267},
    • month = jun,
    • doi = {10.1109/SSP.2018.8450780},
    • url = {https://www.merl.com/publications/TR2018-076}
    • }
  •  Liu, F., Zhu, H., Li, J., Wang, P., Orlik, P.V., "Massive MIMO Channel Estimation using Signed Measurements with Antenna-Varying Thresholds", IEEE Statistical Signal Processing Workshop (SSP), DOI: 10.1109/​SSP.2018.8450804, June 2018, pp. 188-192.
    BibTeX TR2018-074 PDF
    • @inproceedings{Liu2018jun,
    • author = {Liu, Fangqing and Zhu, Heng and Li, Jian and Wang, Pu and Orlik, Philip V.},
    • title = {Massive MIMO Channel Estimation using Signed Measurements with Antenna-Varying Thresholds},
    • booktitle = {IEEE Statistical Signal Processing Workshop (SSP)},
    • year = 2018,
    • pages = {188--192},
    • month = jun,
    • doi = {10.1109/SSP.2018.8450804},
    • url = {https://www.merl.com/publications/TR2018-074}
    • }
  •  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}
    • }