Publications

517 / 2,868 publications found.


  •  Wang, J., Cherian, A., "Discriminative Subspace Pooling for Action Recognition", Workshop on Perceptual Organization in Computer Vision as part of the European Conference on Computer Vision (ECCV), September 2018.
    BibTeX Download PDFAbout TR2018-141
    • @inproceedings{Wang2018sep2,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {Discriminative Subspace Pooling for Action Recognition},
    • booktitle = {Workshop on Perceptual Organization in Computer Vision as part of the European Conference on Computer Vision (ECCV)},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-141}
    • }
  •  Jones, M.J., Broad, A., Lee, T.-Y., "Recurrent Multi-frame Single Shot Detector for Video Object Detection", British Machine Vision Conference (BMVC), September 2018.
    BibTeX Download PDFAbout TR2018-137
    • @inproceedings{Jones2018sep,
    • author = {Jones, Michael J. and Broad, Alexander and Lee, Teng-Yok},
    • title = {Recurrent Multi-frame Single Shot Detector for Video Object Detection},
    • booktitle = {British Machine Vision Conference (BMVC)},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-137}
    • }
  •  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
    • @article{Ataer-Cansizoglu2018aug,
    • author = {Ataer-Cansizoglu, Esra and Jones, Michael J. and Zhang, Ziming and Sullivan, Alan},
    • title = {Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-resolution Network},
    • journal = {arXiv},
    • year = 2018,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2018-116}
    • }
  •  Zhang, J., Lee, T.-Y., Feng, C., Li, X., Zhang, Z., "Robust Attentional Pooling via Feature Selection", IEEE International Conference on Pattern Recognition (ICPR), DOI: 10.1109/ICPR.2018.8545607, August 2018, pp. 2038-2043.
    BibTeX Download PDFAbout TR2018-124
    • @inproceedings{Zhang2018aug,
    • author = {Zhang, Jian and Lee, Teng-Yok and Feng, Chen and Li, Xiaohua and Zhang, Ziming},
    • title = {Robust Attentional Pooling via Feature Selection},
    • booktitle = {IEEE International Conference on Pattern Recognition (ICPR)},
    • year = 2018,
    • pages = {2038--2043},
    • month = aug,
    • doi = {10.1109/ICPR.2018.8545607},
    • url = {https://www.merl.com/publications/TR2018-124}
    • }
  •  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
    • @article{Hori2018jul,
    • author = {Hori, Chiori and Alamri, Huda and Wang, Jue and Wichern, Gordon and Hori, Takaaki and Cherian, Anoop and Marks, Tim K. and Cartillier, Vincent and Lopes, Raphael and Das, Abhishek and Essa, Irfan and Batra, Dhruv and Parikh, Devi},
    • title = {End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features},
    • journal = {arXiv},
    • year = 2018,
    • month = jul,
    • url = {https://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
    • @article{Alamri2018jul,
    • author = {Alamri, Huda and Cartillier, Vincent and Lopes, Raphael and Das, Abhishek and Wang, Jue and Essa, Irfan and Batra, Dhruv and Parikh, Devi and Cherian, Anoop and Marks, Tim K. and Hori, Chiori},
    • title = {Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7},
    • journal = {arXiv},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-069}
    • }
  •  Zhang, Z., "LMKL-Net: A Fast Localized Multiple Kernel Learning Solver via Deep Neural Networks", arXiv, July 12, 2018.
    BibTeX Download PDFAbout TR2018-072
    • @article{Zhang2018jul,
    • author = {Zhang, Ziming},
    • title = {LMKL-Net: A Fast Localized Multiple Kernel Learning Solver via Deep Neural Networks},
    • journal = {arXiv},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-072}
    • }
  •  Zhang, Z., Lin, R., Sullivan, A., "Deformable Part Networks", arXiv, July 12, 2018.
    BibTeX Download PDFAbout TR2018-071
    • @article{Zhang2018jul2,
    • author = {Zhang, Ziming and Lin, Rongmei and Sullivan, Alan},
    • title = {Deformable Part Networks},
    • journal = {arXiv},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-071}
    • }
  •  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.
    BibTeX Download PDFAbout TR2018-096
    • @article{Xiao2018jul,
    • author = {Xiao, Yong and Taguchi, Yuichi and Kamat, Vineet R.},
    • title = {Coupling Point Cloud Completion and Surface Connectivity Relation Inference for 3D Modeling of Indoor Building Environments},
    • journal = {Journal of Computing in Civil Engineering},
    • year = 2018,
    • volume = 32,
    • number = 5,
    • month = jul,
    • doi = {10.1061/(ASCE)CP.1943-5487.0000776},
    • url = {https://www.merl.com/publications/TR2018-096}
    • }
  •  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 2018.
    BibTeX Download PDFAbout TR2018-041
    • @inproceedings{Shen2018jun,
    • author = {Shen, Yiru and Feng, Chen and Yang, Yaoqing and Tian, Dong},
    • title = {Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2018,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2018-041}
    • }
  •  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), DOI: 10.1109/CVPR.2018.00029, June 2018.
    BibTeX Download PDFAbout TR2018-042
    • @inproceedings{Yang2018jun,
    • author = {Yang, Yaoqing and Feng, Chen and Shen, Yiru and Tian, Dong},
    • title = {FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2018,
    • month = jun,
    • doi = {10.1109/CVPR.2018.00029},
    • url = {https://www.merl.com/publications/TR2018-042}
    • }
  •  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), June 2018, pp. 3301-3309.
    BibTeX Download PDFAbout TR2018-068
    • @inproceedings{Zhang2018jun,
    • author = {Zhang, Ziming and Wu, Yuanwei and Wang, Guanghui},
    • title = {BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2018,
    • pages = {3301--3309},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2018-068}
    • }
  •  Nowara, E., Marks, T.K., Mansour, H., Nakamura, Y., Veeraraghavan, A., "SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM, June 2018, pp. 1272-1281.
    BibTeX Download PDFAbout TR2018-067
    • @inproceedings{Nowara2018jun,
    • author = {Nowara, Ewa and Marks, Tim K. and Mansour, Hassan and Nakamura, Yudai and Veeraraghavan, Ashok},
    • title = {SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM},
    • year = 2018,
    • pages = {1272--1281},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2018-067}
    • }
  •  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, May 2018.
    BibTeX Download PDFAbout TR2018-063
    • @inproceedings{Wittenburg2018may,
    • author = {Wittenburg, Kent B. and Lee, Teng-Yok},
    • title = {Equal-Height Treemaps for Multivariate Data},
    • booktitle = {International Working Conference on Advanced Visual Interfaces (AVI)},
    • year = 2018,
    • month = may,
    • doi = {10.1145/3206505.3206591},
    • url = {https://www.merl.com/publications/TR2018-063}
    • }
  •  Zhang, Z., Kag, A., Sullivan, A., Saligrama, V., "Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability", arXiv, March 2019.
    BibTeX Download PDFAbout TR2018-207
    • @article{Zhang2018mar2,
    • author = {Zhang, Ziming and Kag, Anil and Sullivan, Alan and Saligrama, Venkatesh},
    • title = {Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability},
    • journal = {arXiv},
    • year = 2018,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2018-207}
    • }
  •  Santa Cruz, R., Fernando, B., Cherian, A., Gould, S., "Neural Algebra of Classifiers", IEEE Winter Conference on Applications of Computer Vision (WACV), March 2018.
    BibTeX Download PDFAbout TR2018-033
    • @inproceedings{Santacruz2018mar,
    • author = {Santa Cruz, Rodrigo and Fernando, Basura and Cherian, Anoop and Gould, Stephen},
    • title = {Neural Algebra of Classifiers},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2018,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2018-033}
    • }
  •  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
    • @article{Jones2018jan,
    • author = {Jones, Michael J. and Ramachandra, Bharathkumar},
    • title = {Street Scene: A new dataset and evaluation protocol for video anomaly detection},
    • journal = {arXiv},
    • year = 2018,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2018-188}
    • }
  •  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{Kao2018jan,
    • author = {Kao, Chieh-Chi and Lee, Teng-Yok and Sen, Pradeep and Liu, Ming-Yu},
    • title = {Localization-Aware Active Learning for Object Detection},
    • journal = {arXiv},
    • year = 2018,
    • month = jan,
    • url = {https://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{Yang2017dec,
    • author = {Yang, Yaoqing and Feng, Chen and Shen, Yiru and Tian, Dong},
    • title = {FoldingNet: Interpretable Unsupervised Learning on 3D Point Clouds},
    • journal = {arXiv},
    • year = 2017,
    • month = dec,
    • url = {https://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.
    BibTeX Download PDFAbout TR2017-183
    • @inproceedings{Hori2017dec2,
    • author = {Hori, Chiori and Hori, Takaaki and Marks, Tim K. and Hershey, John R.},
    • title = {Early and Late Integration of Audio Features for Automatic Video Description},
    • booktitle = {IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)},
    • year = 2017,
    • month = dec,
    • doi = {10.1109/ASRU.2017.8268968},
    • url = {https://www.merl.com/publications/TR2017-183}
    • }
  •  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.
    BibTeX Download PDFAbout TR2017-140
    • @inproceedings{Ziming2017dec,
    • author = {Ziming, Zhang and Brand, Matthew E.},
    • title = {Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2017,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2017-140}
    • }
  •  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{Zhang2017nov2,
    • author = {Zhang, Ziming and Brand, Matthew E.},
    • title = {Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks},
    • journal = {arXiv},
    • year = 2017,
    • month = nov,
    • url = {https://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{Zhang2017nov,
    • author = {Zhang, Ziming and Wu, Yuanwei and Wang, Guanghui},
    • title = {BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning},
    • journal = {arXiv},
    • year = 2017,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2017-169}
    • }
  •  Feng, C., Taguchi, Y., "FasTFit: A Fast T-spline Fitting Algorithm", Computer-Aided Design, DOI: 10.1016/j.cad.2017.07.002, Vol. 92, pp. 11-21, November 2017.
    BibTeX Download PDFAbout TR2017-141
    • @article{Feng2017nov,
    • author = {Feng, Chen and Taguchi, Yuichi},
    • title = {FasTFit: A Fast T-spline Fitting Algorithm},
    • journal = {Computer-Aided Design},
    • year = 2017,
    • volume = 92,
    • pages = {11--21},
    • month = nov,
    • doi = {10.1016/j.cad.2017.07.002},
    • url = {https://www.merl.com/publications/TR2017-141}
    • }
  •  Hashimoto, T., Inasawa, Y., Nakanishi, T., Yoneda, N., Taguchi, Y., Watanabe, K., "Improvement of Radio Propagation Estimation Accuracy by Completing Plane-Based 3D Models Obtained with Depth Sensors", IEEE International Symposium on Antennas and Propagation (ISAP), DOI: 10.1109/ISANP.2017.8228740, October 2017.
    BibTeX Download PDFAbout TR2017-159
    • @inproceedings{Hashimoto2017oct,
    • author = {Hashimoto, Takahiro and Inasawa, Yoshio and Nakanishi, Takayuki and Yoneda, Naofumi and Taguchi, Yuichi and Watanabe, Kiyotaka},
    • title = {Improvement of Radio Propagation Estimation Accuracy by Completing Plane-Based 3D Models Obtained with Depth Sensors},
    • booktitle = {IEEE International Symposium on Antennas and Propagation (ISAP)},
    • year = 2017,
    • month = oct,
    • doi = {10.1109/ISANP.2017.8228740},
    • url = {https://www.merl.com/publications/TR2017-159}
    • }