Publications

474 / 2,594 publications found.


  •  Shou, Z., Pan, J., Chan, J., Miyazawa, K., Mansour, H., Vetro, A., Giro-i-Nieto, X., Chang, S.-F., "Online Detection of Action Start in Untrimmed, Streaming Videos", European Conference on Computer Vision (ECCV), August 2018.
  •  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/}
    • }
  •  Xiao, Y., Taguchi, Y., Kamat, V.R., "Coupling Point Cloud Completion and Surface Connectivity Relation Inference for 3D Modeling of Indoor Building Environments", Journal of Computing in Civil Engineering, DOI: 10.1061/(ASCE)CP.1943-5487.0000776, Vol. 32, No. 5, 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.
  •  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.
  •  Wittenburg, K.B., Lee, T.-Y., "Equal-Height Treemaps for Multivariate Data", International Working Conference on Advanced Visual Interfaces (AVI), DOI: 10.1145/3206505.3206591, July 10, 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.
  •  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/}
    • }
  •  Kao, C.-C., Lee, T.-Y., Sen, P., Liu, M.-Y., "Localization-Aware Active Learning for Object Detection," Tech. Rep. TR2017-191, arXiv, January 2018.
    BibTeX Download PDFAbout TR2017-191
    • @techreport{MERL_TR2017-191,
    • author = {Kao, C.-C. and Lee, T.-Y. and Sen, P. and Liu, M.-Y.},
    • title = {Localization-Aware Active Learning for Object Detection},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2017-191},
    • month = jan,
    • year = 2018,
    • url = {http://www.merl.com/publications/TR2017-191/}
    • }
  •  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", 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.
  •  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/}
    • }