Publications

47 / 2,594 publications found.


  •  Liu, J., Guo, J., Orlik, P.V., Shibata, M., Nakahara, D., Mii, S., Takac, M., "Anomaly Detection in Manufacturing Systems Using Structured Neural Networks", IEEE World Congress on Intelligent Control and Automation, July 12, 2018.
  •  Pan, Y., Farahmand, A.-M., White, M., Nabi, S., Grover, P., Nikovski, D.N., "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control", International Conference on Machine Learning (ICML), July 12, 2018.
  •  Zhang, Z., "LMKL-Net: A Fast Localized Multiple Kernel Learning Solver via Deep Neural Networks", arXiv, July 12, 2018.
    BibTeX Download PDFAbout TR2018-072
    • @techreport{MERL_TR2018-072,
    • author = {Zhang and Z.},
    • title = {LMKL-Net: A Fast Localized Multiple Kernel Learning Solver via Deep Neural Networks},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-072},
    • month = jul,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-072/}
    • }
  •  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), July 11, 2018.
  •  Barker, J., Marxer, R., Vincent, E., Watanabe, S., "The CHiME challenges: Robust speech recognition in everyday environments", New Era for Robust Speech Recognition: Exploiting Deep Learning, July 9, 2018.
  •  Erdogan, H., Hershey, J., Watanabe, S., Le Roux, J., Deep recurrent networks for separation and recognition of single-channel speech in non-stationary background audio, Springer, July 9, 2018.
  •  Hershey, J., Le Roux, J., Watanabe, S., Wisdom, S., Chen, Z., Isik, Y., Novel deep architectures in speech processing, July 9, 2018.
  •  Karafiat, M., Vesely, K., Zmolikova, K., Delcroix, M., Watanabe, S., Burget, L., Cernocky, J., Szoke, I., Novotny, O., Training data augmentation and data selectio, July 9, 2018.
  •  Wang, Z.-Q., Le Roux, J., Hershey, J., "End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction", arXiv, July 9, 2018.
    BibTeX Download PDFAbout TR2018-051
    • @techreport{MERL_TR2018-051,
    • author = {Wang, Z.-Q. and Le Roux, J. and Hershey, J.},
    • title = {End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-051},
    • month = jul,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-051/}
    • }
  •  Watanabe, S., Hori, T., Miao, Y., Delcroix, M., Metze, F., Hershey, J., Toolkits for robust speech processing, Springer, July 9, 2018.
  •  Xiao, X., Watanabe, S., Erdogan, H., Mandel, M., Lu, L., Hershey, J., Seltzer, M., Chen, G., Zhang, Y., Yu, D., "Discriminative beamforming with phase aware neural networks for speech enhancement and recognition", New Era for Robust Speech Recognition: Exploiting Deep Learning, July 9, 2018.
  •  Koike-Akino, T., Millar, D.S., Parsons, K., Kojima, K., "Fiber Nonlinearity Equalization with Multi-Label Deep Learning Scalable to High-Order DP-QAM", Signal Processing in Photonic Communications (SPPCom), DOI: 10.1364/SPPCOM.2018.SpM4G.1, July 5, 2018.
  •  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), June 2018.
  •  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 8, 2018.
  •  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), June 8, 2018.
  •  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), April 2018.
  •  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) , April 2018.
  •  Watanabe, S., Hori, T., Karita, S., Hayashi, T., Nishitoba, J., Unno, Y., Enrique Yalta Soplin, N., Heymann, J., Wiesner, M., Chen, N., Renduchintala, A., Ochiai, T., "ESPnet: End-to-End Speech Processing Toolkit," Tech. Rep. TR2018-036, arXiv, March 2018.
    BibTeX Download PDFAbout TR2018-036
    • @techreport{MERL_TR2018-036,
    • author = {Watanabe, S. and Hori, T. and Karita, S. and Hayashi, T. and Nishitoba, J. and Unno, Y. and Enrique Yalta Soplin, N. and Heymann, J. and Wiesner, M. and Chen, N. and Renduchintala, A. and Ochiai, T.},
    • title = {ESPnet: End-to-End Speech Processing Toolkit},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-036},
    • month = mar,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-036/}
    • }
  •  Pan, Y., Farahmand, A.-M., White, M., Nabi, S., Grover, P., Nikovski, D.N., "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control," Tech. Rep. TR2018-028, arXiv, February 2018.
    BibTeX Download PDFAbout TR2018-028
    • @techreport{MERL_TR2018-028,
    • author = {Pan, Y. and Farahmand, A.-M. and White, M. and Nabi, S. and Grover, P. and Nikovski, D.N.},
    • title = {Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-028},
    • month = feb,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-028/}
    • }
  •  Yang, Y., Feng, C., Shen, Y., Tian, D., "FoldingNet: Interpretable Unsupervised Learning on 3D Point Clouds," Tech. Rep. TR2017-193, arXiv, December 2017.
    BibTeX Download PDFAbout TR2017-193
    • @techreport{MERL_TR2017-193,
    • author = {Yang, Y. and Feng, C. and Shen, Y. and Tian, D.},
    • title = {FoldingNet: Interpretable Unsupervised Learning on 3D Point Clouds},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2017-193},
    • month = dec,
    • year = 2017,
    • url = {http://www.merl.com/publications/TR2017-193/}
    • }