Publications

3,045 major publications by members of the MERL staff.


  •  Kojima, K., Tang, Y., Koike-Akino, T., Wang, Y., Jha, D., TaherSima, M., Parsons, K., "Application of Deep Learning for Nanophotonic Device Design", SPIE Photonics West, March 2021.
    BibTeX TR2020-182 PDF Video
    • @inproceedings{Kojima2021mar,
    • author = {Kojima, Keisuke and Tang, Yingheng and Koike-Akino, Toshiaki and Wang, Ye and Jha, Devesh and TaherSima, Mohammad and Parsons, Kieran},
    • title = {Application of Deep Learning for Nanophotonic Device Design},
    • booktitle = {SPIE Photonics West},
    • year = 2021,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2020-182}
    • }
  •  Skvortcov, P., Phillips, I., Forysiak, W., Koike-Akino, T., Kojima, K., Parsons, K., Millar, D.S., "Huffman-Coded Sphere Shaping for Extended-Reach Single-Span Links", IEEE Journal of Selected Topics in Quantum Electronics, DOI: 10.1109/JSTQE.2021.3055476, Vol. 27, No. 3, February 2021.
    BibTeX TR2021-007 PDF
    • @article{Skvortcov2021feb,
    • author = {Skvortcov, Pavel and Phillips, Ian and Forysiak, Wladek and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran and Millar, David S.},
    • title = {Huffman-Coded Sphere Shaping for Extended-Reach Single-Span Links},
    • journal = {IEEE Journal of Selected Topics in Quantum Electronics},
    • year = 2021,
    • volume = 27,
    • number = 3,
    • month = feb,
    • doi = {10.1109/JSTQE.2021.3055476},
    • issn = {1558-4542},
    • url = {https://www.merl.com/publications/TR2021-007}
    • }
  •  Xia, Y., Wang, P., Berntorp, K., Svensson, L., Granstrom, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Learning-based Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar", IEEE Journal of Selected Topics in Signal Processing, February 2021.
    BibTeX TR2021-006 PDF
    • @article{Xia2021feb,
    • author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Svensson, Lennart and Granstrom, Karl and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.},
    • title = {Learning-based Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar},
    • journal = {IEEE Journal of Selected Topics in Signal Processing},
    • year = 2021,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2021-006}
    • }
  •  Watanabe, S., Boyer, F., Chang, X., Guo, P., Hayashi, T., Higuchi, Y., Hori, T., Huang, W.-C., Inaguma, H., Kamo, N., Shigeki, K., Li, C., Shi, J., Subramanian, A.S., Zhang, W., "The 2020 Espnet Update: New Features, Broadened Applications, Performance Improvements, and Future Plans", arXiv, January 2021.
    BibTeX
    • @article{Watanabe2021jan,
    • author = {Watanabe, Shinji and Boyer, Florian and Chang, Xuankai and Guo, Pengcheng and Hayashi, Tomoki and Higuchi, Yosuke and Hori, Takaaki and Huang, Wen-Chin and Inaguma, Hirofumi and Kamo, Naoyuki and Shigeki, Karita and Li, Chenda and Shi, Jing and Subramanian, Aswin S and Zhang, Wangyou},
    • title = {The 2020 Espnet Update: New Features, Broadened Applications, Performance Improvements, and Future Plans},
    • journal = {arXiv},
    • year = 2021,
    • month = jan
    • }
  •  Kojima, K., TaherSima, M., Koike-Akino, T., Jha, D., Tang, Y., Wang, Y., Parsons, K., "Deep Neural Networks for Inverse Design of Nanophotonic Devices", IEEE Journal of Lightwave Technology, DOI: 10.1109/JLT.2021.3050083, January 2021.
    BibTeX TR2021-001 PDF
    • @article{Kojima2021jan,
    • author = {Kojima, Keisuke and TaherSima, Mohammad and Koike-Akino, Toshiaki and Jha, Devesh and Tang, Yingheng and Wang, Ye and Parsons, Kieran},
    • title = {Deep Neural Networks for Inverse Design of Nanophotonic Devices},
    • journal = {IEEE Journal of Lightwave Technology},
    • year = 2021,
    • month = jan,
    • doi = {10.1109/JLT.2021.3050083},
    • issn = {1558-2213},
    • url = {https://www.merl.com/publications/TR2021-001}
    • }
  •  Hayashi, N., Weiss, A., Di Cairano, S., "Model Predictive Control Approach for Autonomous Sun-Synchronous Sub-Recurrent Orbit Control", AIAA SciTech, January 2021.
    BibTeX TR2021-005 PDF
    • @inproceedings{Hayashi2021jan,
    • author = {Hayashi, Naohiro and Weiss, Avishai and Di Cairano, Stefano},
    • title = {Model Predictive Control Approach for Autonomous Sun-Synchronous Sub-Recurrent Orbit Control},
    • booktitle = {AIAA SciTech},
    • year = 2021,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2021-005}
    • }
  •  Lohit, S., Anirudh, R., Turaga, P., "Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization", IEEE Winter Conference on Applications of Computer Vision (WACV), January 2021.
    BibTeX TR2021-004 PDF
    • @inproceedings{Lohit2021jan,
    • author = {Lohit, Suhas and Anirudh, Rushil and Turaga, Pavan},
    • title = {Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2021,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2021-004}
    • }
  •  Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Semi-Supervised Bearing Fault Diagnosis and Classification using Variational Autoencoder-Based Deep Generative Models", IEEE Sensors Journal, DOI: 10.1109/JSEN.2020.3040696, Vol. 21, No. 5, pp. 6476-6486, January 2021.
    BibTeX TR2021-002 PDF
    • @article{Zhang2021jan,
    • author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
    • title = {Semi-Supervised Bearing Fault Diagnosis and Classification using Variational Autoencoder-Based Deep Generative Models},
    • journal = {IEEE Sensors Journal},
    • year = 2021,
    • volume = 21,
    • number = 5,
    • pages = {6476--6486},
    • month = jan,
    • doi = {10.1109/JSEN.2020.3040696},
    • url = {https://www.merl.com/publications/TR2021-002}
    • }
  •  Anirudh, R., Lohit, S., Turaga, P., "Generative Patch Priors for Practical Compressive Image Recovery", IEEE Winter Conference on Applications of Computer Vision (WACV), January 2021.
    BibTeX TR2021-003 PDF
    • @inproceedings{Anirudh2021jan,
    • author = {Anirudh, Rushil and Lohit, Suhas and Turaga, Pavan},
    • title = {Generative Patch Priors for Practical Compressive Image Recovery},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2021,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2021-003}
    • }
  •  Serra, T., Huang, T., Raghunathan, A., Bergman, D., "Template-based Minor Embedding for Adiabatic Quantum Optimization", INFORMS Journal on Computing, December 2020.
    BibTeX TR2020-181 PDF
    • @article{Serra2020dec,
    • author = {Serra, Thiago and Huang, Teng and Raghunathan, Arvind and Bergman, David},
    • title = {Template-based Minor Embedding for Adiabatic Quantum Optimization},
    • journal = {INFORMS Journal on Computing},
    • year = 2020,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2020-181}
    • }
  •  Poveda, J., Benosman, M., Vamvoudakis, K., "Data-Enabled Extremum Seeking: A Cooperative Concurrent Learning-Based Approach", International journal of adaptive control and signal processing, December 2020.
    BibTeX TR2020-180 PDF
    • @article{Poveda2020dec,
    • author = {Poveda, Jorge and Benosman, Mouhacine and Vamvoudakis, Kyriakos},
    • title = {Data-Enabled Extremum Seeking: A Cooperative Concurrent Learning-Based Approach},
    • journal = {International journal of adaptive control and signal processing},
    • year = 2020,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2020-180}
    • }
  •  Benosman, M., Borggaard, J., "Data-Driven Robust State Estimation for Reduced-Order Models of 2D Boussinesq Equations with Parametric Uncertainties", Journal of Computers and Fluids, December 2020.
    BibTeX TR2020-177 PDF
    • @article{Benosman2020dec,
    • author = {Benosman, Mouhacine and Borggaard, Jeff},
    • title = {Data-Driven Robust State Estimation for Reduced-Order Models of 2D Boussinesq Equations with Parametric Uncertainties},
    • journal = {Journal of Computers and Fluids},
    • year = 2020,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2020-177}
    • }
  •  Nohra, C.J., Raghunathan, A., Sahinidis, N.V., "Spectral relaxations and branching strategies for global optimization of mixed-integer quadratic programs", SIAM Journal on Optimization, DOI: 10.1137/19M1271762, Vol. 31, No. 1, pp. 142–171, December 2020.
    BibTeX TR2020-178 PDF
    • @article{Nohra2020dec2,
    • author = {Nohra, Carlos J. and Raghunathan, Arvind and Sahinidis, Nikolaos V.},
    • title = {Spectral relaxations and branching strategies for global optimization of mixed-integer quadratic programs},
    • journal = {SIAM Journal on Optimization},
    • year = 2020,
    • volume = 31,
    • number = 1,
    • pages = {142–171},
    • month = dec,
    • doi = {10.1137/19M1271762},
    • url = {https://www.merl.com/publications/TR2020-178}
    • }
  •  Jha, D., Wang, Y., Zhu, M., "Sampling-based Algorithms for Feedback Motion Planning", IEEE/CAA Journal of Automatica Sinica, December 2020.
    BibTeX
    • @article{Jha2020dec,
    • author = {Jha, Devesh and Wang, Yebin and Zhu, Minghui},
    • title = {Sampling-based Algorithms for Feedback Motion Planning},
    • journal = {IEEE/CAA Journal of Automatica Sinica},
    • year = 2020,
    • month = dec
    • }
  •  Raghunathan, A., Linderoth, J., "Stability Analysis of Discrete-Time Linear Complementarity Systems", arXiv, December 2020.
    BibTeX arXiv
    • @article{Raghunathan2020dec,
    • author = {Raghunathan, Arvind and Linderoth, Jeffrey},
    • title = {Stability Analysis of Discrete-Time Linear Complementarity Systems},
    • journal = {arXiv},
    • year = 2020,
    • month = dec,
    • url = {https://arxiv.org/abs/2012.13287}
    • }
  •  Seidel, S.W., Murray-Bruce, J., Ma, Y., Yu, C., Freeman, W.T., Goyal, V.K., "Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder", IEEE Transactions on Computational Imaging, DOI: 10.1109/TCI.2020.3037405, Vol. 7, pp. 58-72, December 2020.
    BibTeX
    • @article{Seidel2020dec,
    • author = {Seidel, Sheila, W. and Murray-Bruce, John and Ma, Yanting and Yu, Christopher and Freeman, William, T. and Goyal, Vivek K},
    • title = {Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder},
    • journal = {IEEE Transactions on Computational Imaging},
    • year = 2020,
    • volume = 7,
    • pages = {58--72},
    • month = dec,
    • doi = {10.1109/TCI.2020.3037405}
    • }
  •  Kim, K.J., Liu, H., Lei, H., Ding, Z., Orlik, P.V., Poor, H.V., "A dCDD-Based Transmit Diversity Scheme for Downlink Pseudo-NOMA Systems", IEEE Transactions on Wireless Communications, DOI: 10.1109/TWC.2020.3031809, Vol. 20, No. 2, pp. 1217-1232, December 2020.
    BibTeX TR2020-176 PDF
    • @article{Kim2020dec2,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Lei, Hongjiang and Ding, Zhiguo and Orlik, Philip V. and Poor, H. Vincent},
    • title = {A dCDD-Based Transmit Diversity Scheme for Downlink Pseudo-NOMA Systems},
    • journal = {IEEE Transactions on Wireless Communications},
    • year = 2020,
    • volume = 20,
    • number = 2,
    • pages = {1217--1232},
    • month = dec,
    • doi = {10.1109/TWC.2020.3031809},
    • url = {https://www.merl.com/publications/TR2020-176}
    • }
  •  Nohra, C.J., Raghunathan, A., Sahinidis, N.V., "Global optimization of mixed-integer quadratic programs via convex quadratic outer-approximation of SDP relaxations", arXiv, December 2020.
    BibTeX
    • @article{Nohra2020dec,
    • author = {Nohra, Carlos J. and Raghunathan, Arvind and Sahinidis, Nikolaos V.},
    • title = {Global optimization of mixed-integer quadratic programs via convex quadratic outer-approximation of SDP relaxations},
    • journal = {arXiv},
    • year = 2020,
    • month = dec
    • }
  •  Khurana, S., Moritz, N., Hori, T., Le Roux, J., "Unsupervised Domain Adaptation for Speech Recognition Via Uncertainty Driven Self-Training", arXiv, December 2020.
    BibTeX arXiv
    • @article{Khurana2020dec,
    • author = {Khurana, Sameer and Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
    • title = {Unsupervised Domain Adaptation for Speech Recognition Via Uncertainty Driven Self-Training},
    • journal = {arXiv},
    • year = 2020,
    • month = dec,
    • url = {https://arxiv.org/abs/2011.13439}
    • }
  •  Kalur, A., Benosman, M., Nabi, S., "Adaptive-Robust Dynamic Mode Decomposition for Reduced-Order Modeling and Control", American Physical Society, Division of Fluid Dynamics, December 2020.
    BibTeX
    • @inproceedings{Kalur2020dec,
    • author = {Kalur, Aniketh and Benosman, Mouhacine and Nabi, Saleh},
    • title = {Adaptive-Robust Dynamic Mode Decomposition for Reduced-Order Modeling and Control},
    • booktitle = {American Physical Society, Division of Fluid Dynamics},
    • year = 2020,
    • month = dec
    • }
  •  Ota, K., Jha, D., Romeres, D., van Baar, J., Smith, K., Semistsu, T., Oiki, T., Sullivan, A., Nikovski, D.N., Tenanbaum, J., "Towards Human-Level Learning of Complex Physical Puzzles", arXiv, December 2020.
    BibTeX
    • @article{Ota2020dec,
    • author = {Ota, Kei and Jha, Devesh and Romeres, Diego and van Baar, Jeroen and Smith, Kevin and Semistsu, Takayuki and Oiki, Tomoaki and Sullivan, Alan and Nikovski, Daniel N. and Tenanbaum, Joshua},
    • title = {Towards Human-Level Learning of Complex Physical Puzzles},
    • journal = {arXiv},
    • year = 2020,
    • month = dec
    • }
  •  Goukhshtein, M., Boufounos, P.T., Koike-Akino, T., Draper, S.C., "Distributed Coding of Quantized Random Projections", IEEE Transactions on Signal Processing, DOI: 10.1109/TSP.2020.3029499, Vol. 68, pp. 5924-5939, December 2020.
    BibTeX TR2020-157 PDF
    • @article{Goukhshtein2020dec,
    • author = {Goukhshtein, Maxim and Boufounos, Petros T. and Koike-Akino, Toshiaki and Draper, Stark C.},
    • title = {Distributed Coding of Quantized Random Projections},
    • journal = {IEEE Transactions on Signal Processing},
    • year = 2020,
    • volume = 68,
    • pages = {5924--5939},
    • month = dec,
    • doi = {10.1109/TSP.2020.3029499},
    • issn = {1941-0476},
    • url = {https://www.merl.com/publications/TR2020-157}
    • }
  •  Aguilar Marsillach, D., Di Cairano, S., Weiss, A., "Abort-Safe Spacecraft Rendezvous in case of Partial Thrust Failure", IEEE Conference on Decision and Control (CDC), December 2020.
    BibTeX TR2020-175 PDF
    • @inproceedings{AguilarMarsillach2020dec,
    • author = {Aguilar Marsillach, Daniel and Di Cairano, Stefano and Weiss, Avishai},
    • title = {Abort-Safe Spacecraft Rendezvous in case of Partial Thrust Failure},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2020,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2020-175}
    • }
  •  Romeres, D., Amadio, F., Dalla Libera, A., Nikovski, D.N., Carli, R., "Model-based Policy Search for Partially Measurable Systems", Advances in Neural Information Processing Systems (NeurIPS), December 2020.
    BibTeX TR2020-174 PDF
    • @inproceedings{Romeres2020dec2,
    • author = {Romeres, Diego and Amadio, Fabio and Dalla Libera, Alberto and Nikovski, Daniel N. and Carli, Ruggero},
    • title = {Model-based Policy Search for Partially Measurable Systems},
    • booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
    • year = 2020,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2020-174}
    • }
  •  Romeres, D., Dalla Libera, A., Amadio, F., Carli, R., "Feedback Linearization Robot Control based on Gaussian Process Inverse Dynamics Model", Conferenza Italiana di Robotica e Macchine Intelligenti, December 2020.
    BibTeX TR2020-173 PDF
    • @inproceedings{Romeres2020dec,
    • author = {Romeres, Diego and Dalla Libera, Alberto and Amadio, Fabio and Carli, Ruggero},
    • title = {Feedback Linearization Robot Control based on Gaussian Process Inverse Dynamics Model},
    • booktitle = {Conferenza Italiana di Robotica e Macchine Intelligenti},
    • year = 2020,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2020-173}
    • }