- Chen, C., Liu, M.-Y., Tuzel, C.O., Xiao, J., "R-CNN for Small Object Detection", Asian Conference on Computer Vision (ACCV), DOI: 10.1007/978-3-319-54193-8_14, November 2016, vol. 10115, pp. 214-230.
BibTeX TR2016-144 PDF- @inproceedings{Chen2016nov,
- author = {Chen, Chenyi and Liu, Ming-Yu and Tuzel, C. Oncel and Xiao, Jianxiong},
- title = {R-CNN for Small Object Detection},
- booktitle = {Asian Conference on Computer Vision (ACCV)},
- year = 2016,
- volume = 10115,
- pages = {214--230},
- month = nov,
- doi = {10.1007/978-3-319-54193-8_14},
- url = {https://www.merl.com/publications/TR2016-144}
- }
- Tawara, N., Ogawa, T., Watanabe, S., Kobayashi, T., "Nested Gibbs sampling for mixture-of-mixture model and its application to speaker clustering", APSIPA Transactions on Signal and Information Processing, DOI: 10.1017/ATSIP.2016.15, Vol. 5, October 2016.
BibTeX TR2016-138 PDF- @article{Tawara2016oct,
- author = {Tawara, Naohiro and Ogawa, Tetsuji and Watanabe, Shinji and Kobayashi, Tetsunori},
- title = {Nested Gibbs sampling for mixture-of-mixture model and its application to speaker clustering},
- journal = {APSIPA Transactions on Signal and Information Processing},
- year = 2016,
- volume = 5,
- month = oct,
- doi = {10.1017/ATSIP.2016.15},
- url = {https://www.merl.com/publications/TR2016-138}
- }
- Ozcan, G., Pajovic, M., Sahinoglu, Z., Wang, Y., Orlik, P.V., Wada, T., "Online State of Charge Estimation for Lithium-Ion Batteries Using Gaussian Process Regression", IEEE Industrial Electronics Society (IECON), DOI: 10.1109/IECON.2016.7793002, October 2016, pp. 998-1003.
BibTeX TR2016-136 PDF- @inproceedings{Ozcan2016oct,
- author = {Ozcan, Gozde and Pajovic, Milutin and Sahinoglu, Zafer and Wang, Yebin and Orlik, Philip V. and Wada, Toshihiro},
- title = {Online State of Charge Estimation for Lithium-Ion Batteries Using Gaussian Process Regression},
- booktitle = {IEEE Industrial Electronics Society (IECON)},
- year = 2016,
- pages = {998--1003},
- month = oct,
- doi = {10.1109/IECON.2016.7793002},
- url = {https://www.merl.com/publications/TR2016-136}
- }
- Tuzel, C.O., Marks, T.K., Tambe, S., "Robust Face Alignment Using a Mixture of Invariant Experts", European Conference on Computer Vision (ECCV), DOI: 10.1007/978-3-319-46454-1_50, October 2016, vol. 9909, pp. 825-841.
BibTeX TR2016-129 PDF- @inproceedings{Tuzel2016oct,
- author = {Tuzel, C. Oncel and Marks, Tim K. and Tambe, Salil},
- title = {Robust Face Alignment Using a Mixture of Invariant Experts},
- booktitle = {European Conference on Computer Vision (ECCV)},
- year = 2016,
- volume = 9909,
- pages = {825--841},
- month = oct,
- doi = {10.1007/978-3-319-46454-1_50},
- url = {https://www.merl.com/publications/TR2016-129}
- }
- Sankaran, B., Ramalingam, S., Taguchi, Y., "Parameter Learning for Improving Binary Descriptor Matching", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), DOI: 10.1109/IROS.2016.7759718, October 2016, pp. 4892-4897.
BibTeX TR2016-132 PDF- @inproceedings{Sankaran2016oct,
- author = {Sankaran, Bharath and Ramalingam, Srikumar and Taguchi, Yuichi},
- title = {Parameter Learning for Improving Binary Descriptor Matching},
- booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
- year = 2016,
- pages = {4892--4897},
- month = oct,
- doi = {10.1109/IROS.2016.7759718},
- url = {https://www.merl.com/publications/TR2016-132}
- }
- Delcroix, M., Watanabe, S., "Recent Advances in Distant Speech Recognition," Tech. Rep. TR2016-115, Interspeech Tutorials, September 2016.
BibTeX TR2016-115 PDF- @techreport{Delcroix2016sep,
- author = {Delcroix, Marc and Watanabe, Shinji},
- title = {Recent Advances in Distant Speech Recognition},
- booktitle = {Interspeech Tutorials},
- institution = {Interspeech},
- year = 2016,
- month = sep,
- url = {https://www.merl.com/publications/TR2016-115}
- }
- Le Roux, J., Vincent, E., Erdogan, H., "Learning-Based Approaches to Speech Enhancement and Separation," Tech. Rep. TR2016-113, Interspeech Tutorials, September 2016.
BibTeX TR2016-113 PDF- @techreport{LeRoux2016sep,
- author = {Le Roux, Jonathan and Vincent, Emmanuel and Erdogan, Hakan},
- title = {Learning-Based Approaches to Speech Enhancement and Separation},
- booktitle = {Interspeech Tutorials},
- year = 2016,
- month = sep,
- url = {https://www.merl.com/publications/TR2016-113}
- }
- Erdogan, H., Hershey, J.R., Watanabe, S., Mandel, M., Le Roux, J., "Improved MVDR beamforming using single-channel mask prediction networks", Interspeech, DOI: 10.21437/Interspeech.2016-552, September 2016, pp. 1981-1985.
BibTeX TR2016-072 PDF- @inproceedings{Erdogan2016sep,
- author = {Erdogan, Hakan and Hershey, John R. and Watanabe, Shinji and Mandel, Michael and Le Roux, Jonathan},
- title = {Improved MVDR beamforming using single-channel mask prediction networks},
- booktitle = {Interspeech},
- year = 2016,
- pages = {1981--1985},
- month = sep,
- doi = {10.21437/Interspeech.2016-552},
- url = {https://www.merl.com/publications/TR2016-072}
- }
- Hori, C., Hori, T., Watanabe, S., Hershey, J.R., "Context-Sensitive and Role-Dependent Spoken Language Understanding using Bidirectional and Attention LSTMs", Interspeech, DOI: 10.21437/Interspeech.2016-1171, September 2016, pp. 3236-3240.
BibTeX TR2016-074 PDF- @inproceedings{Hori2016sep,
- author = {Hori, Chiori and Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
- title = {Context-Sensitive and Role-Dependent Spoken Language Understanding using Bidirectional and Attention LSTMs},
- booktitle = {Interspeech},
- year = 2016,
- pages = {3236--3240},
- month = sep,
- doi = {10.21437/Interspeech.2016-1171},
- url = {https://www.merl.com/publications/TR2016-074}
- }
- Isik, Y., Le Roux, J., Chen, Z., Watanabe, S., Hershey, J.R., "Single-Channel Multi-Speaker Separation using Deep Clustering", Interspeech, DOI: 10.21437/Interspeech.2016-1176, September 2016, pp. 545-549.
BibTeX TR2016-073 PDF- @inproceedings{Isik2016sep,
- author = {Isik, Yusuf and Le Roux, Jonathan and Chen, Zhuo and Watanabe, Shinji and Hershey, John R.},
- title = {Single-Channel Multi-Speaker Separation using Deep Clustering},
- booktitle = {Interspeech},
- year = 2016,
- pages = {545--549},
- month = sep,
- doi = {10.21437/Interspeech.2016-1176},
- url = {https://www.merl.com/publications/TR2016-073}
- }
- Zmolikova, K., Karafiat, M., Vesely, K., Delcroix, M., Watanabe, S., Burget, L., Cernocky, J.H., "Data selection by sequence summarizing neural network in mismatch condition training", Interspeech, DOI: 10.21437/Interspeech.2016-741, September 2016, pp. 2354-2358.
BibTeX TR2016-075 PDF- @inproceedings{Zmolikova2016sep,
- author = {Zmolikova, Katerina and Karafiat, Martin and Vesely, Karel and Delcroix, Marc and Watanabe, Shinji and Burget, Lukas and Cernocky, Jan, Honza},
- title = {Data selection by sequence summarizing neural network in mismatch condition training},
- booktitle = {Interspeech},
- year = 2016,
- pages = {2354--2358},
- month = sep,
- doi = {10.21437/Interspeech.2016-741},
- url = {https://www.merl.com/publications/TR2016-075}
- }
- Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J., Takeda, K., "Bidirectional LSTM-HMM Hybrid System for Polyphonic Sound Event Detection", Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), September 2016, pp. 35-39.
BibTeX TR2016-114 PDF- @inproceedings{Hayashi2016sep,
- author = {Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and Le Roux, Jonathan and Takeda, Kazuya},
- title = {Bidirectional LSTM-HMM Hybrid System for Polyphonic Sound Event Detection},
- booktitle = {Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)},
- year = 2016,
- pages = {35--39},
- month = sep,
- url = {https://www.merl.com/publications/TR2016-114}
- }
- Koike-Akino, T., Mahajan, R., Marks, T.K., Tuzel, C.O., Wang, Y., Watanabe, S., Orlik, P.V., "High-Accuracy User Identification Using EEG Biometrics", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2016.7590835, August 2016, pp. 854-858.
BibTeX TR2016-105 PDF Presentation- @inproceedings{Koike-Akino2016aug,
- author = {Koike-Akino, Toshiaki and Mahajan, Ruhi and Marks, Tim K. and Tuzel, C. Oncel and Wang, Ye and Watanabe, Shinji and Orlik, Philip V.},
- title = {High-Accuracy User Identification Using EEG Biometrics},
- booktitle = {International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
- year = 2016,
- pages = {854--858},
- month = aug,
- doi = {10.1109/EMBC.2016.7590835},
- url = {https://www.merl.com/publications/TR2016-105}
- }
- Nikovski, D.N., Byadarhaly, K., "Regularized Covariance Matrix Estimation with High Dimensional Data for Supervised Anomaly Detection Problems", IEEE International Joint Conference on Neural Networks (IJCNN), DOI: 10.1109/IJCNN.2016.7727554, July 2016, pp. 2811-2818.
BibTeX TR2016-099 PDF- @inproceedings{Nikovski2016jul,
- author = {Nikovski, Daniel N. and Byadarhaly, Kiran},
- title = {Regularized Covariance Matrix Estimation with High Dimensional Data for Supervised Anomaly Detection Problems},
- booktitle = {IEEE International Joint Conference on Neural Networks (IJCNN)},
- year = 2016,
- pages = {2811--2818},
- month = jul,
- doi = {10.1109/IJCNN.2016.7727554},
- url = {https://www.merl.com/publications/TR2016-099}
- }
- Hori, C., Watanabe, S., Hori, T., Harsham, B.A., Hershey, J.R., Koji, Y., Fujii, Y., Furumoto, Y., "Driver Confusion Status Detection Using Recurrent Neural Networks", IEEE International Conference on Multimedia and Expo (ICME), DOI: 10.1109/ICME.2016.7552966, July 2016.
BibTeX TR2016-088 PDF- @inproceedings{Hori2016jul,
- author = {Hori, Chiori and Watanabe, Shinji and Hori, Takaaki and Harsham, Bret A. and Hershey, John R. and Koji, Yusuke and Fujii, Youichi and Furumoto, Yuki},
- title = {Driver Confusion Status Detection Using Recurrent Neural Networks},
- booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
- year = 2016,
- month = jul,
- doi = {10.1109/ICME.2016.7552966},
- url = {https://www.merl.com/publications/TR2016-088}
- }
- Singh, B., Marks, T.K., Jones, M.J., Tuzel, C.O., Shao, M., "A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2016.216, June 2016, pp. 1961-1970.
BibTeX TR2016-080 PDF Data- @inproceedings{Singh2016jun,
- author = {Singh, Bharat and Marks, Tim K. and Jones, Michael J. and Tuzel, C. Oncel and Shao, Ming},
- title = {A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2016,
- pages = {1961--1970},
- month = jun,
- doi = {10.1109/CVPR.2016.216},
- url = {https://www.merl.com/publications/TR2016-080}
- }
- Vemulapalli, R., Tuzel, C.O., Liu, M.-Y., "Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2016.351, June 2016, pp. 4801-4809.
BibTeX TR2016-079 PDF- @inproceedings{Vemulapalli2016jun2,
- author = {Vemulapalli, Raviteja and Tuzel, C. Oncel and Liu, Ming-Yu},
- title = {Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2016,
- pages = {4801--4809},
- month = jun,
- doi = {10.1109/CVPR.2016.351},
- url = {https://www.merl.com/publications/TR2016-079}
- }
- Vemulapalli, R., Tuzel, C.O., Liu, M.-Y., Chellappa, R., "Gaussian Conditional Random Field Network for Semantic Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2016, pp. 3224-3233.
BibTeX TR2016-078 PDF- @inproceedings{Vemulapalli2016jun,
- author = {Vemulapalli, Raviteja and Tuzel, C. Oncel and Liu, Ming-Yu and Chellappa, Rama},
- title = {Gaussian Conditional Random Field Network for Semantic Segmentation},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2016,
- pages = {3224--3233},
- month = jun,
- url = {https://www.merl.com/publications/TR2016-078}
- }
- Son, K., Liu, M.-Y., Taguchi, Y., "Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/ICRA.2016.7487515, May 2016, pp. 3390-3397.
BibTeX TR2016-036 PDF- @inproceedings{Son2016may,
- author = {Son, Kilho and Liu, Ming-Yu and Taguchi, Yuichi},
- title = {Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup},
- booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
- year = 2016,
- pages = {3390--3397},
- month = may,
- doi = {10.1109/ICRA.2016.7487515},
- url = {https://www.merl.com/publications/TR2016-036}
- }
- Jones, M.J., Nikovski, D.N., Imamura, M., Hirata, T., "Exemplar Learning for Extremely Efficient Anomaly Detection in Real-Valued Time Series", Journal of Data Mining and Knowledge Discovery, DOI: 10.1007/s10618-015-0449-3, Vol. 30, No. 6, pp. 1427-1454, March 2016.
BibTeX TR2016-027 PDF- @article{Jones2016mar,
- author = {Jones, Michael J. and Nikovski, Daniel N. and Imamura, Makoto and Hirata, Takahisa},
- title = {Exemplar Learning for Extremely Efficient Anomaly Detection in Real-Valued Time Series},
- journal = {Journal of Data Mining and Knowledge Discovery},
- year = 2016,
- volume = 30,
- number = 6,
- pages = {1427--1454},
- month = mar,
- doi = {10.1007/s10618-015-0449-3},
- issn = {1573-756X},
- url = {https://www.merl.com/publications/TR2016-027}
- }
- Hershey, J.R., Chen, Z., Le Roux, J., Watanabe, S., "Deep Clustering: Discriminative Embeddings for Segmentation and Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7471631, March 2016, pp. 31-35.
BibTeX TR2016-003 PDF- @inproceedings{Hershey2016mar,
- author = {Hershey, John R. and Chen, Zhuo and Le Roux, Jonathan and Watanabe, Shinji},
- title = {Deep Clustering: Discriminative Embeddings for Segmentation and Separation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2016,
- pages = {31--35},
- month = mar,
- doi = {10.1109/ICASSP.2016.7471631},
- url = {https://www.merl.com/publications/TR2016-003}
- }
- Hori, T., Hori, C., Watanabe, S., Hershey, J.R., "Minimum Word Error Training of Long Short-Term Memory Recurrent Neural Network Language Models for Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472827, March 2016, pp. 5990-5994.
BibTeX TR2016-011 PDF- @inproceedings{Hori2016mar,
- author = {Hori, Takaaki and Hori, Chiori and Watanabe, Shinji and Hershey, John R.},
- title = {Minimum Word Error Training of Long Short-Term Memory Recurrent Neural Network Language Models for Speech Recognition},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2016,
- pages = {5990--5994},
- month = mar,
- doi = {10.1109/ICASSP.2016.7472827},
- url = {https://www.merl.com/publications/TR2016-011}
- }
- Vesely, K., Watanabe, S., Zmolikova, K., Karafiat, M., Burget, L., Cernocky, J.H., "Sequence Summarizing Neural Network for Speaker Adaptation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472692, March 2016, pp. 5315-5319.
BibTeX TR2016-001 PDF- @inproceedings{Vesely2016mar,
- author = {Vesely, Karel and Watanabe, Shinji and Zmolikova, Katerina and Karafiat, Martin and Burget, Lukas and Cernocky, Jan, Honza},
- title = {Sequence Summarizing Neural Network for Speaker Adaptation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2016,
- pages = {5315--5319},
- month = mar,
- doi = {10.1109/ICASSP.2016.7472692},
- url = {https://www.merl.com/publications/TR2016-001}
- }
- Wisdom, S., Hershey, J.R., Le Roux, J., Watanabe, S., "Deep Unfolding for Multichannel Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7471649, March 2016, pp. 121-125.
BibTeX TR2016-008 PDF- @inproceedings{Wisdom2016mar,
- author = {Wisdom, Scott and Hershey, John R. and Le Roux, Jonathan and Watanabe, Shinji},
- title = {Deep Unfolding for Multichannel Source Separation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2016,
- pages = {121--125},
- month = mar,
- doi = {10.1109/ICASSP.2016.7471649},
- url = {https://www.merl.com/publications/TR2016-008}
- }
- Xiao, X., Watanabe, S., Erdogan, H., Lu, L., Hershey, J., Seltzer, M., Chen, G., Zhang, Y., Mandel, M., Yu, D., "Deep Beamforming Networks for Multi-Channel Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472778, March 2016, pp. 5745-5749.
BibTeX TR2016-002 PDF- @inproceedings{Xiao2016mar,
- author = {Xiao, Xiong and Watanabe, Shinji and Erdogan, Hakan and Lu, Liang and Hershey, John and Seltzer, Mike and Chen, Guoguo and Zhang, Yu and Mandel, Michael and Yu, Dong},
- title = {Deep Beamforming Networks for Multi-Channel Speech Recognition},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2016,
- pages = {5745--5749},
- month = mar,
- doi = {10.1109/ICASSP.2016.7472778},
- url = {https://www.merl.com/publications/TR2016-002}
- }