Publications

13 / 2,685 publications found.


  •  Zhang, Z., Kag, A., Sullivan, A., Saligrama, V., "Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability", Tech. Rep. TR2018-207, Mitsubishi Electric Research Laboratories, Cambridge, MA, March 2019.
    BibTeX Download PDFAbout TR2018-207
    • @techreport{MERL_TR2018-207,
    • author = {Zhang, Z. and Kag, A. and Sullivan, A. and Saligrama, V.},
    • title = {Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2018-207},
    • month = mar,
    • year = 2019,
    • url = {http://www.merl.com/publications/TR2018-207/}
    • }
  •  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/}
    • }
  •  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/}
    • }
  •  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.
  •  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/}
    • }
  •  Ziming, Z., Brand, M.E., "Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks", NIPS , 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.
  •  Lin, C., Wang, B., Teo, K.H., Zhang, Z., "Performance comparison between photovoltaic and thermoradiative devices", Journal of Applied Physics, DOI: 10.1063/1.5004651, Vol. 122, No. 24, December 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/}
    • }
  •  Hori, C., Hori, T., Lee, T.-Y., Zhang, Z., Harsham, B.A., Sumi, K., Marks, T.K., Hershey, J.R., "Attention-Based Multimodal Fusion for Video Description", IEEE International Conference on Computer Vision (ICCV), DOI: 10.1109/ICCV.2017.450, October 2017.