Publications

179 / 2,685 publications found.


  •  van Baar, J., Corcodel, R., Sullivan, A., Jha, D., Romeres, D., Nikovski, D.N., "Simulation to Real Transfer Learning with Robustified Policies for Robot Tasks", arXiv, September 2018.
    BibTeX Download PDFAbout TR2018-144
    • @techreport{MERL_TR2018-144,
    • author = {van Baar, J. and Corcodel, R. and Sullivan, A. and Jha, D. and Romeres, D. and Nikovski, D.N.},
    • title = {Simulation to Real Transfer Learning with Robustified Policies for Robot Tasks},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-144},
    • month = sep,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-144/}
    • }
  •  Wang, J., Cherian, A., "Learning Discriminative Video Representations Using Adversarial Perturbations", European Conference on Computer Vision (ECCV), September 2018.
  •  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.
  •  Zhang, J., Lee, T.-Y., Feng, C., Li, X., Zhang, Z., "Robust Attentional Pooling via Feature Selection", IEEE International Conference on Pattern Recognition (ICPR), August 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/}
    • }
  •  Yu, X., Chaturvedi, S., Feng, C., Taguchi, Y., Lee, T.-Y., Fernandes, C., Ramalingam, S., "VLASE: Vehicle Localization by Aggregating Semantic Edges", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), August 2018.
  •  Hori, C., Alamri, H., Wang, J., Wichern, G., Hori, T., Cherian, A., Marks, T.K., Cartillier, V., Lopes, R., Das, A., Essa, I., Batra, D., Parikh, D., "End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features", arXiv, July 13, 2018.
    BibTeX Download PDFAbout TR2018-085
    • @techreport{MERL_TR2018-085,
    • author = {Hori, C. and Alamri, H. and Wang, J. and Wichern, G. and Hori, T. and Cherian, A. and Marks, T.K. and Cartillier, V. and Lopes, R. and Das, A. and Essa, I. and Batra, D. and Parikh, D.},
    • title = {End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-085},
    • month = jul,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-085/}
    • }
  •  Alamri, H., Cartillier, V., Lopes, R., Das, A., Wang, J., Essa, I., Batra, D., Parikh, D., Cherian, A., Marks, T.K., Hori, C., "Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7", arXiv, July 12, 2018.
    BibTeX Download PDFAbout TR2018-069
    • @techreport{MERL_TR2018-069,
    • author = {Alamri, H. and Cartillier, V. and Lopes, R. and Das, A. and Wang, J. and Essa, I. and Batra, D. and Parikh, D. and Cherian, A. and Marks, T.K. and Hori, C.},
    • title = {Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-069},
    • month = jul,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2018-069/}
    • }
  •  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.