Publications

629 / 3,734 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, DOI: 10.1109/​WCICA.2018.8630692, July 2018, pp. 175-180.
    BibTeX TR2018-097 PDF
    • @inproceedings{Liu2018jul2,
    • author = {Liu, Jie and Guo, Jianlin and Orlik, Philip V. and Shibata, Masahiko and Nakahara, Daiki and Mii, Satoshi and Takac, Martin},
    • title = {Anomaly Detection in Manufacturing Systems Using Structured Neural Networks},
    • booktitle = {IEEE World Congress on Intelligent Control and Automation},
    • year = 2018,
    • pages = {175--180},
    • month = jul,
    • doi = {10.1109/WCICA.2018.8630692},
    • url = {https://www.merl.com/publications/TR2018-097}
    • }
  •  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 TR2018-041 PDF Software
    • @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 TR2018-042 PDF Video Software
    • @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 TR2018-068 PDF
    • @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 TR2018-067 PDF
    • @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}
    • }
  •  Deshmukh, A., Laftchiev, E., "Semi-Supervised Transfer Learning Using Marginal Predictors", IEEE Data Science Workshop, DOI: 10.1109/​DSW.2018.8439908, June 6, 2018, pp. 160-164.
    BibTeX TR2018-040 PDF Software
    • @inproceedings{Deshmukh2018jun,
    • author = {Deshmukh, Aniket and Laftchiev, Emil},
    • title = {Semi-Supervised Transfer Learning Using Marginal Predictors},
    • booktitle = {IEEE Data Science Workshop},
    • year = 2018,
    • pages = {160--164},
    • month = jun,
    • doi = {10.1109/DSW.2018.8439908},
    • url = {https://www.merl.com/publications/TR2018-040}
    • }
  •  Ochiai, T., Watanabe, S., Katagiri, S., Hori, T., Hershey, J.R., "Speaker Adaptation for Multichannel End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462161, April 2018, pp. 6707-6711.
    BibTeX TR2018-006 PDF
    • @inproceedings{Ochiai2018apr,
    • author = {Ochiai, Tsubasa and Watanabe, Shinji and Katagiri, Shigeru and Hori, Takaaki and Hershey, John R.},
    • title = {Speaker Adaptation for Multichannel End-to-End Speech Recognition},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {6707--6711},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462161},
    • url = {https://www.merl.com/publications/TR2018-006}
    • }
  •  Seki, H., Watanabe, S., Hori, T., Le Roux, J., Hershey, J.R., "An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462180, April 2018, pp. 4919-4923.
    BibTeX TR2018-002 PDF Video
    • @inproceedings{Seki2018apr,
    • author = {Seki, Hiroshi and Watanabe, Shinji and Hori, Takaaki and Le Roux, Jonathan and Hershey, John R.},
    • title = {An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {4919--4923},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462180},
    • url = {https://www.merl.com/publications/TR2018-002}
    • }
  •  Settle, S., Le Roux, J., Hori, T., Watanabe, S., Hershey, J.R., "End-to-End Multi-Speaker Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461893, April 2018, pp. 4819-4823.
    BibTeX TR2018-001 PDF Video
    • @inproceedings{Settle2018apr,
    • author = {Settle, Shane and Le Roux, Jonathan and Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
    • title = {End-to-End Multi-Speaker Speech Recognition},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {4819--4823},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8461893},
    • url = {https://www.merl.com/publications/TR2018-001}
    • }
  •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461639, April 2018, pp. 1-5.
    BibTeX TR2018-007 PDF
    • @inproceedings{Wang2018apr2,
    • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Hershey, John R.},
    • title = {Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {1--5},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8461639},
    • url = {https://www.merl.com/publications/TR2018-007}
    • }
  •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Alternative Objective Functions for Deep Clustering", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462507, April 2018, pp. 686-690.
    BibTeX TR2018-005 PDF
    • @inproceedings{Wang2018apr,
    • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Hershey, John R.},
    • title = {Alternative Objective Functions for Deep Clustering},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {686--690},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462507},
    • url = {https://www.merl.com/publications/TR2018-005}
    • }
  •  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 arXiv
    • @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://arxiv.org/abs/1903.00755}
    • }
  •  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 2018.
    BibTeX arXiv
    • @article{Zhang2018mar,
    • author = {Zhang, Ziming and Xu, Wenju and Sullivan, Alan},
    • title = {Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning},
    • journal = {arXiv},
    • year = 2018,
    • month = mar,
    • url = {https://arxiv.org/abs/1903.00760}
    • }
  •  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.
    BibTeX TR2018-014 PDF Presentation
    • @inproceedings{Quivira2018jan,
    • author = {Quivira, Fernando and Koike-Akino, Toshiaki and Wang, Ye and Erdogmus, Deniz},
    • title = {Translating sEMG Signals to Continuous Hand Poses using Recurrent Neural Networks},
    • booktitle = {IEEE Conference on Biomedical and Health Informatics (BHI)},
    • year = 2018,
    • month = jan,
    • doi = {10.1109/BHI.2018.8333395},
    • url = {https://www.merl.com/publications/TR2018-014}
    • }
  •  Hori, C., Hori, T., "End-to-end Conversation Modeling Track in DSTC6", Dialog System Technology Challenges, December 2017.
    BibTeX TR2017-188 PDF
    • @inproceedings{Hori2017dec3,
    • author = {Hori, Chiori and Hori, Takaaki},
    • title = {End-to-end Conversation Modeling Track in DSTC6},
    • booktitle = {Dialog System Technology Challenges},
    • year = 2017,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2017-188}
    • }
  •  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 TR2017-183 PDF
    • @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}
    • }
  •  Hori, T., Watanabe, S., Hershey, J.R., "Multi-level Language Modeling and Decoding for Open Vocabulary End-to-End Speech Recognition", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), DOI: 10.1109/​ASRU.2017.8268948, December 2017.
    BibTeX TR2017-181 PDF
    • @inproceedings{Hori2017dec,
    • author = {Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
    • title = {Multi-level Language Modeling and Decoding for Open Vocabulary End-to-End Speech Recognition},
    • booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
    • year = 2017,
    • month = dec,
    • doi = {10.1109/ASRU.2017.8268948},
    • url = {https://www.merl.com/publications/TR2017-181}
    • }
  •  Watanabe, S., Hori, T., Hershey, J.R., "Language Independent End-to-End Architecture For Joint Language and Speech Recognition", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), DOI: 10.1109/​ASRU.2017.8268945, December 2017.
    BibTeX TR2017-182 PDF Video
    • @inproceedings{Watanabe2017dec,
    • author = {Watanabe, Shinji and Hori, Takaaki and Hershey, John R.},
    • title = {Language Independent End-to-End Architecture For Joint Language and Speech Recognition},
    • booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
    • year = 2017,
    • month = dec,
    • doi = {10.1109/ASRU.2017.8268945},
    • url = {https://www.merl.com/publications/TR2017-182}
    • }
  •  Wang, W., Koji, Y., Harsham, B.A., Hori, T., Hershey, J.R., "Sequence Adversarial Training and Minimum Bayes Risk Decoding for End-to-end Neural Conversation Models", Dialog System Technology Challenges, December 2017.
    BibTeX TR2017-180 PDF
    • @inproceedings{Wang2017dec,
    • author = {Wang, Wen and Koji, Yusuke and Harsham, Bret A. and Hori, Takaaki and Hershey, John R.},
    • title = {Sequence Adversarial Training and Minimum Bayes Risk Decoding for End-to-end Neural Conversation Models},
    • booktitle = {Dialog System Technology Challenges},
    • year = 2017,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2017-180}
    • }
  •  Ziming, Z., Brand, M., "Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks", Advances in Neural Information Processing Systems (NIPS), December 2017.
    BibTeX TR2017-140 PDF
    • @inproceedings{Ziming2017dec,
    • author = {Ziming, Zhang and Brand, Matthew},
    • 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}
    • }
  •  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.
    BibTeX TR2017-184 PDF
    • @article{Lin2017nov,
    • author = {Lin, Chungwei and Marks, Tim K. and Pajovic, Milutin and Watanabe, Shinji and Tung, Chihkuan},
    • title = {Model parameter learning using Kullback-Leibler divergence},
    • journal = {Physica A},
    • year = 2017,
    • volume = 491,
    • number = 1,
    • pages = {549--559},
    • month = nov,
    • publisher = {Elsevier},
    • doi = {10.1016/j.physa.2017.09.018},
    • url = {https://www.merl.com/publications/TR2017-184}
    • }
  •  Jha, D.K., Yerazunis, W.S., Nikovski, D.N., Farahmand, A.-M., "Learning to Regulate Rolling Ball Motion", IEEE Symposium on Computational Intelligence in Engineering Solutions, DOI: 10.1109/​SSCI.2017.8285376, November 2017.
    BibTeX TR2017-176 PDF
    • @inproceedings{Jha2017nov,
    • author = {Jha, Devesh K. and Yerazunis, William S. and Nikovski, Daniel N. and Farahmand, Amir-massoud},
    • title = {Learning to Regulate Rolling Ball Motion},
    • booktitle = {IEEE Symposium on Computational Intelligence in Engineering Solutions},
    • year = 2017,
    • month = nov,
    • doi = {10.1109/SSCI.2017.8285376},
    • url = {https://www.merl.com/publications/TR2017-176}
    • }
  •  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.
    BibTeX TR2017-156 PDF
    • @inproceedings{Hori2017oct,
    • author = {Hori, Chiori and Hori, Takaaki and Lee, Teng-Yok and Zhang, Ziming and Harsham, Bret A. and Sumi, Kazuhiko and Marks, Tim K. and Hershey, John R.},
    • title = {Attention-Based Multimodal Fusion for Video Description},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2017,
    • month = oct,
    • doi = {10.1109/ICCV.2017.450},
    • url = {https://www.merl.com/publications/TR2017-156}
    • }
  •  Jones, M.J., Kobori, H., "Improving face verification and person re-identification accuracy using hyperplane similarity", IEEE Workshop on Analysis and Modeling of Faces and Gestures (at ICCV), DOI: 10.1109/​ICCVW.2017.183, October 2017.
    BibTeX TR2017-155 PDF
    • @inproceedings{Jones2017oct,
    • author = {Jones, Michael J. and Kobori, Hiroko},
    • title = {Improving face verification and person re-identification accuracy using hyperplane similarity},
    • booktitle = {IEEE Workshop on Analysis and Modeling of Faces and Gestures (at ICCV)},
    • year = 2017,
    • month = oct,
    • doi = {10.1109/ICCVW.2017.183},
    • url = {https://www.merl.com/publications/TR2017-155}
    • }
  •  Sahinoglu, G.O., Pajovic, M., Sahinoglu, Z., Wang, Y., Orlik, P.V., Wada, T., "Battery State of Charge Estimation Based on Regular/Recurrent Gaussian Process Regression", IEEE Transactions on Industrial Electronics, DOI: 10.1109/​TIE.2017.2764869, Vol. 65, No. 5, pp. 4311-4321, October 2017.
    BibTeX TR2017-124 PDF
    • @article{Ozcan2017oct,
    • author = {Sahinoglu, Gozde Ozcan and Pajovic, Milutin and Sahinoglu, Zafer and Wang, Yebin and Orlik, Philip V. and Wada, Toshihiro},
    • title = {Battery State of Charge Estimation Based on Regular/Recurrent Gaussian Process Regression},
    • journal = {IEEE Transactions on Industrial Electronics},
    • year = 2017,
    • volume = 65,
    • number = 5,
    • pages = {4311--4321},
    • month = oct,
    • doi = {10.1109/TIE.2017.2764869},
    • url = {https://www.merl.com/publications/TR2017-124}
    • }