Publications

54 / 2,632 publications found.


  •  Wang, J., Anoop, C., "Learning Discriminative Video Representations Using Adversarial Perturbations", European Conference on Computer Vision (ECCV), September 2018.
  •  Wang, Z.-Q., Le Roux, J., Wang, D., Hershey, J., "End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction", Interspeech, September 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", Interspeech, September 2018.
  •  Wichern, G., Le Roux, J., "Phase Reconstruction with Learned Time-Frequency Representations for Single-Channel Speech Separation", International Workshop on Acoustic Signal Enhancement (IWAENC), September 2018.
  •  Wang, Z.-Q., Le Roux, J., Wang, D., Hershey, J., "End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction", Tech. Rep. TR2018-133, Mitsubishi Electric Research Laboratories, Cambridge, MA, September 2018.
    BibTeX Download PDFAbout TR2018-133
    • @techreport{MERL_TR2018-133,
    • author = {Wang, Z.-Q. and Le Roux, J. and Wang, D. 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 = {TR2018-133},
    • month = sep,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-133/}
    • }
  •  Kocanaogullari, A., Ataer-Cansizoglu, E., "Active Descriptor Learning for Feature Matching", International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision, September 2018.
  •  Ataer-Cansizoglu, E., Jones, M.J., Zhang, Z., Sullivan, A., "Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-resolution Network", arXiv, August 2018.
    BibTeX Download PDFAbout TR2018-116
    • @techreport{MERL_TR2018-116,
    • author = {Ataer-Cansizoglu, E. and Jones, M.J. and Zhang, Z. and Sullivan, A.},
    • title = {Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-resolution Network},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-116},
    • month = aug,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-116/}
    • }
  •  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.