Publications

191 / 2,712 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.
  •  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., Lin, R., Sullivan, A., "Deformable Part Networks", arXiv, July 12, 2018.
    BibTeX Download PDFAbout TR2018-071
    • @techreport{MERL_TR2018-071,
    • author = {Zhang, Z. and Lin, R. and Sullivan, A.},
    • title = {Deformable Part Networks},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-071},
    • month = jul,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-071/}
    • }
  •  Nowara, E., Marks, T.K., Mansour, H., Nakamura, Y., Veeraraghavan, A., "SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared", CVPR workshop: CVPM 2018. [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM), July 11, 2018, pp. 1272-1281.
  •  Sanz, I., Bernal, C., Bono, A., Pajovic, M., Martinez, G., "Gaussian Process Regression Applied to VRLA Battery Voltage Prediction in Photovoltaic Off-Grid Systems", Jornada de Jovenes Investigadores, July 11, 2018.
  •  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.
  •  Tripathy, A., Wang, Y., Ishwar, P., "Privacy-Preserving Adversarial Networks", arXiv, July 10, 2018.
    BibTeX Download PDFAbout TR2018-062
    • @techreport{MERL_TR2018-062,
    • author = {Wang, Y. and Koike-Akino, T. and Erdogmus, D.},
    • title = {Privacy-Preserving Adversarial Networks},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-062},
    • month = jul,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-062/}
    • }
  •  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.
  •  Zhang, Z., Xu, W., Sullivan, A., "Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning", arXiv, March 2019.
    BibTeX Download PDFAbout TR2018-206
    • @techreport{MERL_TR2018-206,
    • author = {Zhang, Z. and Xu, W. and Sullivan, A.},
    • title = {Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-206},
    • month = mar,
    • year = 2019,
    • url = {http://www.merl.com/publications/TR2018-206/}
    • }
  •  Santacruz, R., Fernando, B., Cherian, A., Gould, S, "Neural Algebra of Classifiers", Tech. Rep. TR2018-033, Mitsubishi Electric Research Laboratories, Cambridge, MA, March 2018.
    BibTeX Download PDFAbout TR2018-033
    • @techreport{MERL_TR2018-033,
    • author = {Santacruz, R. and Fernando, B. and Cherian, A. and Gould, S},
    • title = {Neural Algebra of Classifiers},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-033},
    • month = mar,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-033/}
    • }
  •  Quivira, F., Koike-Akino, T., Wang, Y., Erdogmus, D., "Translating sEMG Signals to Continuous Hand Poses using Recurrent Neural Networks", IEEE Conference on Biomedical and Health Informatics (BHI), DOI: 10.1109/BHI.2018.8333395, January 2018.
  •  Jones, M.J., Ramachandra, B., "Street Scene: A new dataset and evaluation protocol for video anomaly detection", arXiv, January 2019.
    BibTeX Download PDFAbout TR2018-188
    • @techreport{MERL_TR2018-188,
    • author = {Jones, M.J. and Ramachandra, B.},
    • title = {Street Scene: A new dataset and evaluation protocol for video anomaly detection},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-188},
    • month = jan,
    • year = 2019,
    • url = {http://www.merl.com/publications/TR2018-188/}
    • }
  •  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/}
    • }
  •  Hori, C., Hori, T., Marks, T.K., Hershey, J.R., "Early and Late Integration of Audio Features for Automatic Video Description", IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), DOI: 10.1109/ASRU.2017.8268968, December 2017.
  •  Ziming, Z., Brand, M.E., "Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks", Advances in Neural Information Processing Systems (NIPS), December 2017.
  •  Ziming, Z., Brand, M.E., "Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks", NIPS , December 2017.
  •  Lin, C., Marks, T.K., Pajovic, M., Watanabe, S., Tung, C., "Model parameter learning using Kullback-Leibler divergence", Physica A, DOI: 10.1016/j.physa.2017.09.018, Vol. 491, No. 1, pp. 549-559, November 2017.
  •  Zhang, Z., Brand, M.E., "Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks," Tech. Rep. TR2017-170, arXiv, November 2017.
    BibTeX Download PDFAbout TR2017-170
    • @techreport{MERL_TR2017-170,
    • author = {Zhang, Z. and Brand, M.E.},
    • title = {Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2017-170},
    • month = nov,
    • year = 2017,
    • url = {http://www.merl.com/publications/TR2017-170/}
    • }
  •  Zhang, Z., Wu, Y., Wang, G., "BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning," Tech. Rep. TR2017-169, arXiv, November 2017.
    BibTeX Download PDFAbout TR2017-169
    • @techreport{MERL_TR2017-169,
    • author = {Zhang, Z. and Wu, Y. and Wang, G.},
    • title = {BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2017-169},
    • month = nov,
    • year = 2017,
    • url = {http://www.merl.com/publications/TR2017-169/}
    • }