Publications

3,668 major publications by members of the MERL staff.


  •  Xiao, X., Watanabe, S., Chng, E.S., Li, H., "Beamforming Networks Using Spatial Covariance Features for Far-field Speech Recognition", Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)<br /> , DOI: 10.1109/​APSIPA.2016.7820724, December 2016.
    BibTeX TR2016-162 PDF
    • @inproceedings{Xiao2016dec,
    • author = {Xiao, Xiong and Watanabe, Shinji and Chng, Eng Siong and Li, Haizhou},
    • title = {Beamforming Networks Using Spatial Covariance Features for Far-field Speech Recognition},
    • booktitle = {Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
      },
    • year = 2016,
    • month = dec,
    • doi = {10.1109/APSIPA.2016.7820724},
    • url = {https://www.merl.com/publications/TR2016-162}
    • }
  •  Hori, T., Wang, H., Hori, C., Watanabe, S., Harsham, B.A., Le Roux, J., Hershey, J.R., Koji, Y., Jing, Y., Zhu, Z., Aikawa, T., "Dialog State Tracking with Attention-based Sequence-to-sequence Learning", IEEE Workshop on Spoken Language Technology (SLT), DOI: 10.1109/​SLT.2016.7846317, December 2016, pp. 552-558.
    BibTeX TR2016-163 PDF
    • @inproceedings{Hori2016dec,
    • author = {Hori, Takaaki and Wang, Hai and Hori, Chiori and Watanabe, Shinji and Harsham, Bret A. and Le Roux, Jonathan and Hershey, John R. and Koji, Yusuke and Jing, Yi and Zhu, Zhaocheng and Aikawa, Takeyuki},
    • title = {Dialog State Tracking with Attention-based Sequence-to-sequence Learning},
    • booktitle = {IEEE Workshop on Spoken Language Technology (SLT)},
    • year = 2016,
    • pages = {552--558},
    • month = dec,
    • doi = {10.1109/SLT.2016.7846317},
    • url = {https://www.merl.com/publications/TR2016-163}
    • }
  •  Berntorp, K., Di Cairano, S., "Process-Noise Adaptive Particle Filtering with Dependent Process and Measurement Noise", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2016.7799103, December 2016, pp. 5434-5439.
    BibTeX TR2016-148 PDF
    • @inproceedings{Berntorp2016dec,
    • author = {Berntorp, Karl and Di Cairano, Stefano},
    • title = {Process-Noise Adaptive Particle Filtering with Dependent Process and Measurement Noise},
    • booktitle = {IEEE Annual Conference on Decision and Control (CDC)},
    • year = 2016,
    • pages = {5434--5439},
    • month = dec,
    • doi = {10.1109/CDC.2016.7799103},
    • url = {https://www.merl.com/publications/TR2016-148}
    • }
  •  Berntorp, K., Di Cairano, S., "Tire-Stiffness Estimation by Marginalized Adaptive Particle Filter", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2016.7798628, December 2016, pp. 2443-2448.
    BibTeX TR2016-147 PDF
    • @inproceedings{Berntorp2016dec2,
    • author = {Berntorp, Karl and Di Cairano, Stefano},
    • title = {Tire-Stiffness Estimation by Marginalized Adaptive Particle Filter},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2016,
    • pages = {2443--2448},
    • month = dec,
    • doi = {10.1109/CDC.2016.7798628},
    • url = {https://www.merl.com/publications/TR2016-147}
    • }
  •  Danielson, C., Weiss, A., Berntorp, K., Di Cairano, S., "Path Planning using Positive Invariant Sets", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2016.7799188, December 2016, pp. 5986-5991.
    BibTeX TR2016-160 PDF
    • @inproceedings{Danielson2016dec,
    • author = {Danielson, Claus and Weiss, Avishai and Berntorp, Karl and Di Cairano, Stefano},
    • title = {Path Planning using Positive Invariant Sets},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2016,
    • pages = {5986--5991},
    • month = dec,
    • doi = {10.1109/CDC.2016.7799188},
    • url = {https://www.merl.com/publications/TR2016-160}
    • }
  •  Di Cairano, S., Kalabić, U., Berntorp, K., "Vehicle Tracking Control on Piecewise-Clothoidal Trajectories by MPC with Guaranteed Error Bounds", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2016.7798351, December 2016, pp. 709-714.
    BibTeX TR2016-159 PDF
    • @inproceedings{DiCairano2016dec,
    • author = {Di Cairano, Stefano and Kalabić, Uroš and Berntorp, Karl},
    • title = {Vehicle Tracking Control on Piecewise-Clothoidal Trajectories by MPC with Guaranteed Error Bounds},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2016,
    • pages = {709--714},
    • month = dec,
    • doi = {10.1109/CDC.2016.7798351},
    • url = {https://www.merl.com/publications/TR2016-159}
    • }
  •  Farahmand, A.-M., Nabi, S., Grover, P., Nikovski, D.N., "Learning to Control Partial Differential Equations: Regularized Fitted Q-Iteration Approach", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2016.7798966, December 2016, pp. 4578-4585.
    BibTeX TR2016-145 PDF
    • @inproceedings{Farahmand2016dec,
    • author = {Farahmand, Amir-massoud and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
    • title = {Learning to Control Partial Differential Equations: Regularized Fitted Q-Iteration Approach},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2016,
    • pages = {4578--4585},
    • month = dec,
    • doi = {10.1109/CDC.2016.7798966},
    • url = {https://www.merl.com/publications/TR2016-145}
    • }
  •  Takano, T., Moriya, T., Shinozaki, T., Watanabe, S., Hori, T., Duh, K., "Automated Structure Discovery and Parameter Tuning of Neural Network Language Model Based on Evolution Strategy", IEEE Spoken Language Technology Workshop (SLT), DOI: 10.1109/​SLT.2016.7846334, December 2016.
    BibTeX TR2016-173 PDF
    • @inproceedings{Takano2016dec,
    • author = {Takano, Tomihiro and Moriya, Takafumi and Shinozaki, Takahiro and Watanabe, Shinji and Hori, Takaaki and Duh, Kevin},
    • title = {Automated Structure Discovery and Parameter Tuning of Neural Network Language Model Based on Evolution Strategy},
    • booktitle = {IEEE Spoken Language Technology Workshop (SLT)},
    • year = 2016,
    • month = dec,
    • doi = {10.1109/SLT.2016.7846334},
    • url = {https://www.merl.com/publications/TR2016-173}
    • }
  •  Laftchiev, E., Nikovski, D.N., "An IoT System to Estimate Personal Thermal Comfort", IEEE World Forum on Internet of Things (WF- IoT), DOI: 10.1109/​WF-IoT.2016.7845401, December 2016, pp. 672-677.
    BibTeX TR2016-161 PDF
    • @inproceedings{Laftchiev2016dec,
    • author = {Laftchiev, Emil and Nikovski, Daniel N.},
    • title = {An IoT System to Estimate Personal Thermal Comfort},
    • booktitle = {IEEE World Forum on Internet of Things (WF- IoT)},
    • year = 2016,
    • pages = {672--677},
    • month = dec,
    • doi = {10.1109/WF-IoT.2016.7845401},
    • url = {https://www.merl.com/publications/TR2016-161}
    • }
  •  Tian, D., Sun, H., Vetro, A., "Graph Transformation for Keypoint Trajectory Coding", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/​GlobalSIP.2016.7905881, December 2016.
    BibTeX TR2016-157 PDF
    • @inproceedings{Tian2016dec,
    • author = {Tian, Dong and Sun, Huifang and Vetro, Anthony},
    • title = {Graph Transformation for Keypoint Trajectory Coding},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2016,
    • month = dec,
    • doi = {10.1109/GlobalSIP.2016.7905881},
    • url = {https://www.merl.com/publications/TR2016-157}
    • }
  •  Barker, J., Marxer, R., Vincent, E., Watanabe, S., "The Third 'CHIME' Speech Separation and Recognition Challenge: Analysis and Outcomes", Computer Speech & Language, DOI: 10.1016/​j.csl.2016.10.005, December 2016.
    BibTeX TR2016-171 PDF
    • @article{Barker2016dec,
    • author = {Barker, Jon and Marxer, Ricard and Vincent, Emmanuel and Watanabe, Shinji},
    • title = {The Third 'CHIME' Speech Separation and Recognition Challenge: Analysis and Outcomes},
    • journal = {Computer Speech \& Language},
    • year = 2016,
    • month = dec,
    • publisher = {Elsevier},
    • doi = {10.1016/j.csl.2016.10.005},
    • url = {https://www.merl.com/publications/TR2016-171}
    • }
  •  Liu, M.-Y., Tuzel, C.O., Sullivan, A., "Coupled Generative Adversarial Nets", Advances in Neural Information Processing Systems (NIPS), December 2016.
    BibTeX TR2016-156 PDF
    • @inproceedings{Liu2016dec,
    • author = {Liu, Ming-Yu and Tuzel, C. Oncel and Sullivan, Alan},
    • title = {Coupled Generative Adversarial Nets},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2016,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2016-156}
    • }
  •  Wisdom, S., Powers, T., Hershey, J.R., Le Roux, J., Atlas, L., "Full-Capacity Unitary Recurrent Neural Networks", Advances in Neural Information Processing Systems (NIPS), December 2016.
    BibTeX TR2016-155 PDF
    • @inproceedings{Wisdom2016dec,
    • author = {Wisdom, Scott and Powers, Thomas and Hershey, John R. and Le Roux, Jonathan and Atlas, Les},
    • title = {Full-Capacity Unitary Recurrent Neural Networks},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2016,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2016-155}
    • }
  •  Peng, W.-H., Walls, F., Cohen, R.A., Xu, J., Ostermann, J., MacInnis, A., Lin, T., "Overview of Screen Content Video Coding: Technologies, Standards, and Beyond", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, DOI: 10.1109/​JETCAS.2016.2608971, Vol. 6, No. 4, pp. 393-408, December 2016.
    BibTeX TR2016-167 PDF
    • @article{Peng2016dec,
    • author = {Peng, Wen-Hsiao and Walls, Frederick and Cohen, Robert A. and Xu, Jizheng and Ostermann, Jorn and MacInnis, Alexander (Sandy) and Lin, Tao},
    • title = {Overview of Screen Content Video Coding: Technologies, Standards, and Beyond},
    • journal = {IEEE Journal on Emerging and Selected Topics in Circuits and Systems},
    • year = 2016,
    • volume = 6,
    • number = 4,
    • pages = {393--408},
    • month = dec,
    • doi = {10.1109/JETCAS.2016.2608971},
    • issn = {2156-3357},
    • url = {https://www.merl.com/publications/TR2016-167}
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "Experimental Throughput Analysis in Screen-Camera Visual MIMO Communications", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GLOCOM.2016.7841827, December 2016.
    BibTeX TR2016-169 PDF
    • @inproceedings{Fujihashi2016dec,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
    • title = {Experimental Throughput Analysis in Screen-Camera Visual MIMO Communications},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2016,
    • month = dec,
    • doi = {10.1109/GLOCOM.2016.7841827},
    • url = {https://www.merl.com/publications/TR2016-169}
    • }
  •  Farahmand, A.-M., Barreto, A.M.S., Nikovski, D.N., "Value-Aware Loss Function for Model Learning in Reinforcement Learning", European Workshop on Reinforcement Learning (EWRL), December 2016.
    BibTeX TR2016-153 PDF
    • @inproceedings{Farahmand2016dec2,
    • author = {Farahmand, Amir-massoud and Barreto, Andre M.S. and Nikovski, Daniel N.},
    • title = {Value-Aware Loss Function for Model Learning in Reinforcement Learning},
    • booktitle = {European Workshop on Reinforcement Learning (EWRL)},
    • year = 2016,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2016-153}
    • }
  •  Yeoh, P.L., Kim, K.J., Orlik, P.V., Poor, H.V., "Secrecy Performance of Cooperative Single Carrier Systems with Unreliable Backhaul Connections", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GLOCOM.2016.7842247, December 2016.
    BibTeX TR2016-154 PDF
    • @inproceedings{Yeoh2016dec,
    • author = {Yeoh, Phee Lep and Kim, Kyeong Jin and Orlik, Philip V. and Poor, H. Vincent},
    • title = {Secrecy Performance of Cooperative Single Carrier Systems with Unreliable Backhaul Connections},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2016,
    • month = dec,
    • doi = {10.1109/GLOCOM.2016.7842247},
    • url = {https://www.merl.com/publications/TR2016-154}
    • }
  •  Vincent, E., Watanabe, S., Nugraha, A.A., Barker, J., Marxer, R., "An analysis of environment, microphone and data simulation mismatches in robust speech recognition", Computer Speech & Language, DOI: 10.1016/​j.csl.2016.11.005, December 2016.
    BibTeX TR2016-172 PDF
    • @article{Vincent2016dec,
    • author = {Vincent, Emmanuel and Watanabe, Shinji and Nugraha, Aditya Arie and Barker, Jon and Marxer, Ricard},
    • title = {An analysis of environment, microphone and data simulation mismatches in robust speech recognition},
    • journal = {Computer Speech \& Language},
    • year = 2016,
    • month = dec,
    • publisher = {Elsevier},
    • doi = {10.1016/j.csl.2016.11.005},
    • url = {https://www.merl.com/publications/TR2016-172}
    • }
  •  Boufounos, P.T., Rane, S.D., Mansour, H., "Embedding-based Representation of Signal Geometry" in Excursions in Harmonic Analysis, December 2016.
    BibTeX TR2016-152 PDF
    • @incollection{Boufounos2016dec,
    • author = {Boufounos, Petros T. and Rane, Shantanu D. and Mansour, Hassan},
    • title = {Embedding-based Representation of Signal Geometry},
    • booktitle = {Excursions in Harmonic Analysis},
    • year = 2016,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2016-152}
    • }
  •  Laughman, C.R., Qiao, H., "On the Influence of State Selection on Mass Conservation in Dynamic Vapor Compression Cycle Models", Mathematical and Computer Modeling of Dynamical Systems, DOI: 10.1080/​13873954.2017.1298625, Vol. 23, No. 3, pp. 262-283, December 2016.
    BibTeX TR2016-151 PDF
    • @article{Laughman2016dec,
    • author = {Laughman, Christopher R. and Qiao, Hongtao},
    • title = {On the Influence of State Selection on Mass Conservation in Dynamic Vapor Compression Cycle Models},
    • journal = {Mathematical and Computer Modeling of Dynamical Systems},
    • year = 2016,
    • volume = 23,
    • number = 3,
    • pages = {262--283},
    • month = dec,
    • doi = {10.1080/13873954.2017.1298625},
    • url = {https://www.merl.com/publications/TR2016-151}
    • }
  •  Xiao, Y., Feng, C., Taguchi, Y., Kamat, V.R., "User-Guided Dimensional Analysis of Indoor Building Environments from Single Frames of RGB-D Sensors", Journal of Computing in Civil Engineering, DOI: 10.1061/​(ASCE)CP.1943-5487.0000648#sthash.qf8wYMXI.dpuf, Vol. 31, No. 4, November 2016.
    BibTeX TR2016-150 PDF
    • @article{Xiao2016nov,
    • author = {Xiao, Yong and Feng, Chen and Taguchi, Yuichi and Kamat, Vineet R.},
    • title = {User-Guided Dimensional Analysis of Indoor Building Environments from Single Frames of RGB-D Sensors},
    • journal = {Journal of Computing in Civil Engineering},
    • year = 2016,
    • volume = 31,
    • number = 4,
    • month = nov,
    • doi = {10.1061/(ASCE)CP.1943-5487.0000648#sthash.qf8wYMXI.dpuf},
    • url = {https://www.merl.com/publications/TR2016-150}
    • }
  •  Chen, C., Liu, M.-Y., Tuzel, C.O., Xiao, J., "R-CNN for Small Object Detection", Asian Conference on Computer Vision (ACCV), DOI: 10.1007/​978-3-319-54193-8_14, November 2016, vol. 10115, pp. 214-230.
    BibTeX TR2016-144 PDF
    • @inproceedings{Chen2016nov,
    • author = {Chen, Chenyi and Liu, Ming-Yu and Tuzel, C. Oncel and Xiao, Jianxiong},
    • title = {R-CNN for Small Object Detection},
    • booktitle = {Asian Conference on Computer Vision (ACCV)},
    • year = 2016,
    • volume = 10115,
    • pages = {214--230},
    • month = nov,
    • doi = {10.1007/978-3-319-54193-8_14},
    • url = {https://www.merl.com/publications/TR2016-144}
    • }
  •  Benosman, M., Wei, C., "Extremum Seeking-based Parameter Identification for State-of-Power Prediction of Lithium-ion Batteries", IEEE International Conference on Renewable Energy Research and Applications (ICRERA), DOI: 10.1109/​ICRERA.2016.7884376, November 2016, pp. 67-72.
    BibTeX TR2016-143 PDF
    • @inproceedings{Benosman2016nov,
    • author = {Benosman, Mouhacine and Wei, Chun},
    • title = {Extremum Seeking-based Parameter Identification for State-of-Power Prediction of Lithium-ion Batteries},
    • booktitle = {IEEE International Conference on Renewable Energy Research and Applications (ICRERA)},
    • year = 2016,
    • pages = {67--72},
    • month = nov,
    • doi = {10.1109/ICRERA.2016.7884376},
    • url = {https://www.merl.com/publications/TR2016-143}
    • }
  •  Zhang, C., Wang, B., Ishimaru, A., Kuga, Y., Optimal Array Beamforming for Microwave Power Transmission in Complex Environment, DOI: 10.1007/​978-3-319-46810-5_3, November 2016.
    BibTeX TR2017-032 PDF
    • @book{Zhang2016nov,
    • author = {Zhang, Ce and Wang, Bingnan and Ishimaru, Akira and Kuga, Yasuo},
    • title = {Optimal Array Beamforming for Microwave Power Transmission in Complex Environment},
    • year = 2016,
    • month = nov,
    • doi = {10.1007/978-3-319-46810-5_3},
    • isbn = {978-3-319-46810-5},
    • url = {https://www.merl.com/publications/TR2017-032}
    • }
  •  Wang, B., Yerazunis, W.S., Teo, K.H., Wireless Power Transfer based on Metamaterials, DOI: 10.1007/​978-3-319-46810-5_3, November 2016.
    BibTeX TR2016-166 PDF
    • @book{Wang2016nov3,
    • author = {Wang, Bingnan and Yerazunis, William S. and Teo, Koon Hoo},
    • title = {Wireless Power Transfer based on Metamaterials},
    • year = 2016,
    • pages = {31--53},
    • month = nov,
    • doi = {10.1007/978-3-319-46810-5_3},
    • isbn = {978-3-319-46809-9},
    • url = {https://www.merl.com/publications/TR2016-166}
    • }