Publications

351 / 3,171 publications found.


  •  Sari, L., Moritz, N., Hori, T., Le Roux, J., "Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory For End-To-End ASR", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP40776.2020.9054249, April 2020, pp. 7384-7388.
    BibTeX TR2020-037 PDF Video
    • @inproceedings{Sari2020apr,
    • author = {Sari, Leda and Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
    • title = {Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory For End-To-End ASR},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2020,
    • pages = {7384--7388},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP40776.2020.9054249},
    • issn = {2379-190X},
    • isbn = {978-1-5090-6631-5},
    • url = {https://www.merl.com/publications/TR2020-037}
    • }
  •  Shi, L., Geng, S., Shuang, K., Hori, C., Liu, S., Gao, P., Su, S., "Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP40776.2020.9053595, April 2020, pp. 4412-4416.
    BibTeX TR2020-046 PDF
    • @inproceedings{Shi2020apr,
    • author = {Shi, Lei and Geng, Shijie and Shuang, Kai and Hori, Chiori and Liu, Songxiang and Gao, Peng and Su, Sen},
    • title = {Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2020,
    • pages = {4412--4416},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP40776.2020.9053595},
    • issn = {2379-190X},
    • isbn = {978-1-5090-6631-5},
    • url = {https://www.merl.com/publications/TR2020-046}
    • }
  •  Zhang, S., Zhang, S., Wang, B., Habetler, T., "Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review", IEEE Access, DOI: 10.1109/​ACCESS.2020.2972859, Vol. 8, pp. 29857-29881, March 2020.
    BibTeX TR2020-034 PDF
    • @article{Zhang2020mar,
    • author = {Zhang, Shen and Zhang, Shibo and Wang, Bingnan and Habetler, Thomas},
    • title = {Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review},
    • journal = {IEEE Access},
    • year = 2020,
    • volume = 8,
    • pages = {29857--29881},
    • month = mar,
    • doi = {10.1109/ACCESS.2020.2972859},
    • issn = {2169-3536},
    • url = {https://www.merl.com/publications/TR2020-034}
    • }
  •  Li, R., Wang, X., Mallidi, H., Watanabe, S., Hori, T., Hermansky, H., "Multi-Stream End-to-End Speech Recognition", IEEE/ACM Transactions on Audio, Speech and Language Processing, DOI: 10.1109/​TASLP.2019.2959721, Vol. 28, pp. 646-655, March 2020.
    BibTeX TR2020-030 PDF
    • @article{Li2020mar,
    • author = {Li, Ruizhi and Wang, Xiaofei and Mallidi, Harish and Watanabe, Shinji and Hori, Takaaki and Hermansky, Hynek},
    • title = {Multi-Stream End-to-End Speech Recognition},
    • journal = {IEEE/ACM Transactions on Audio, Speech and Language Processing},
    • year = 2020,
    • volume = 28,
    • pages = {646--655},
    • month = mar,
    • doi = {10.1109/TASLP.2019.2959721},
    • url = {https://www.merl.com/publications/TR2020-030}
    • }
  •  D’Haro, L.F., Yoshino, K., Hori, C., Marks, T.K., Polymenakos, L., Kummerfeld, J.K., Galley, M., Gao, X., "Overview of the seventh Dialog System Technology Challenge: DSTC7", Computer Speech and Language, DOI: 10.1016/​j.csl.2020.101068, Vol. 62, March 2020.
    BibTeX TR2020-029 PDF
    • @article{D’Haro2020mar,
    • author = {D’Haro, Luis Fernando and Yoshino, Koichiro and Hori, Chiori and Marks, Tim K. and Polymenakos, Lazaros and Kummerfeld, Jonathan K. and Galley, Michel and Gao, Xiang},
    • title = {Overview of the seventh Dialog System Technology Challenge: DSTC7},
    • journal = {Computer Speech and Language},
    • year = 2020,
    • volume = 62,
    • month = mar,
    • doi = {10.1016/j.csl.2020.101068},
    • url = {https://www.merl.com/publications/TR2020-029}
    • }
  •  Kojima, K., TaherSima, M., Koike-Akino, T., Jha, D., Tang, Y., Parsons, K., Sang, F., Klamkin, J., "Deep Neural Networks for Designing Integrated Photonics", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2020.Th1A.6, March 2020.
    BibTeX TR2020-057 PDF
    • @inproceedings{Kojima2020mar,
    • author = {Kojima, Keisuke and TaherSima, Mohammad and Koike-Akino, Toshiaki and Jha, Devesh and Tang, Yingheng and Parsons, Kieran and Sang, Fengqiao and Klamkin, Jonathan},
    • title = {Deep Neural Networks for Designing Integrated Photonics},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2020,
    • month = mar,
    • publisher = {OSA},
    • doi = {10.1364/OFC.2020.Th1A.6},
    • isbn = {978-1-943580-71-2},
    • url = {https://www.merl.com/publications/TR2020-057}
    • }
  •  Aihara, R., Wichern, G., Le Roux, J., "Deep Clustering-based Single Channel Speech Separation and Recent Advances", Acoustical Science and Technology, DOI: 10.1250/​ast.41.465, Vol. 41, No. 2, pp. 465-471, March 2020.
    BibTeX TR2021-020 PDF
    • @article{Aihara2020jun,
    • author = {Aihara, Ryo and Wichern, Gordon and Le Roux, Jonathan},
    • title = {Deep Clustering-based Single Channel Speech Separation and Recent Advances},
    • journal = {Acoustical Science and Technology},
    • year = 2020,
    • volume = 41,
    • number = 2,
    • pages = {465--471},
    • month = mar,
    • doi = {10.1250/ast.41.465},
    • url = {https://www.merl.com/publications/TR2021-020}
    • }
  •  Ramachandra, B., Jones, M.J., Vatsavai, R., "Learning a distance function with a Siamese network to localize anomalies in videos", IEEE Winter Conference on Applications of Computer Vision (WACV), DOI: 10.1109/​WACV45572.2020.9093417, February 2020, pp. 2598-2607.
    BibTeX TR2020-015 PDF
    • @inproceedings{Jones2020feb,
    • author = {Ramachandra, Bharathkumar and Jones, Michael J. and Vatsavai, Ranga},
    • title = {Learning a distance function with a Siamese network to localize anomalies in videos},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2020,
    • pages = {2598--2607},
    • month = feb,
    • doi = {10.1109/WACV45572.2020.9093417},
    • url = {https://www.merl.com/publications/TR2020-015}
    • }
  •  Cherian, A., Wang, J., Hori, C., Marks, T.K., "Spatio-Temporal Ranked-Attention Networks for Video Captioning", IEEE Winter Conference on Applications of Computer Vision (WACV), DOI: 10.1109/​WACV45572.2020.9093291, February 2020, pp. 1606-1615.
    BibTeX TR2020-016 PDF
    • @inproceedings{Cherian2020feb,
    • author = {Cherian, Anoop and Wang, Jue and Hori, Chiori and Marks, Tim K.},
    • title = {Spatio-Temporal Ranked-Attention Networks for Video Captioning},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2020,
    • pages = {1606--1615},
    • month = feb,
    • publisher = {IEEE},
    • doi = {10.1109/WACV45572.2020.9093291},
    • url = {https://www.merl.com/publications/TR2020-016}
    • }
  •  Huang, R., Xu, W., Lee, T.-Y., Cherian, A., Wang, Y., Marks, T.K., "FX-GAN: Self-Supervised GAN Learning via Feature Exchange", IEEE Winter Conference on Applications of Computer Vision (WACV), DOI: 10.1109/​WACV45572.2020.9093525, February 2020, pp. 3183-3191.
    BibTeX TR2020-014 PDF
    • @inproceedings{Huang2020feb,
    • author = {Huang, Rui and Xu, Wenju and Lee, Teng-Yok and Cherian, Anoop and Wang, Ye and Marks, Tim K.},
    • title = {FX-GAN: Self-Supervised GAN Learning via Feature Exchange},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2020,
    • pages = {3183--3191},
    • month = feb,
    • publisher = {IEEE},
    • doi = {10.1109/WACV45572.2020.9093525},
    • url = {https://www.merl.com/publications/TR2020-014}
    • }
  •  He, W., Lee, T.-Y., van Baar, J., Wittenburg, K.B., Shen, H.-W., "DynamicsExplorer: Visual Analytics for Robot Control Tasks involving Dynamics and LSTM-based Control Policies", IEEE Pacific Visualization Symposium (PacificVis), DOI: 10.1109/​PacificVis48177.2020.7127, January 2020, pp. 36-45.
    BibTeX TR2020-011 PDF
    • @inproceedings{He2020jan,
    • author = {He, Wenbin and Lee, Teng-Yok and van Baar, Jeroen and Wittenburg, Kent B. and Shen, Han-Wei},
    • title = {DynamicsExplorer: Visual Analytics for Robot Control Tasks involving Dynamics and LSTM-based Control Policies},
    • booktitle = {IEEE Pacific Visualization Symposium (PacificVis)},
    • year = 2020,
    • pages = {36--45},
    • month = jan,
    • doi = {10.1109/PacificVis48177.2020.7127},
    • url = {https://www.merl.com/publications/TR2020-011}
    • }
  •  Chen, S., Duan, C., Yang, Y., Feng, C., Li, D., Tian, D., "Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering", IEEE Transactions on Image Processing, DOI: 10.1109/​TIP.2019.2957935, pp. 3183-3198, January 2020.
    BibTeX TR2020-004 PDF Software
    • @article{Chen2020jan,
    • author = {Chen, Siheng and Duan, Chaojing and Yang, Yaoqing and Feng, Chen and Li, Duanshun and Tian, Dong},
    • title = {Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering},
    • journal = {IEEE Transactions on Image Processing},
    • year = 2020,
    • pages = {3183--3198},
    • month = jan,
    • doi = {10.1109/TIP.2019.2957935},
    • url = {https://www.merl.com/publications/TR2020-004}
    • }
  •  Xu, H., Sun, H., Nikovski, D.N., Kitamura, S., Mori, K., Hashimoto, H., "Deep Reinforcement Learning for Joint Bidding and Pricing of Load Serving Entity", IEEE Transactions on smart grids, DOI: 10.1109/​TSG.2019.2903756, Vol. 10, No. 6, pp. 6366-6375, January 2020.
    BibTeX TR2020-003 PDF
    • @article{Xu2020jan,
    • author = {Xu, Hanchen and Sun, Hongbo and Nikovski, Daniel N. and Kitamura, Shoichi and Mori, Kazuyuki and Hashimoto, Hiroyuki},
    • title = {Deep Reinforcement Learning for Joint Bidding and Pricing of Load Serving Entity},
    • journal = {IEEE Transactions on smart grids},
    • year = 2020,
    • volume = 10,
    • number = 6,
    • pages = {6366--6375},
    • month = jan,
    • doi = {10.1109/TSG.2019.2903756},
    • issn = {1949-3061},
    • url = {https://www.merl.com/publications/TR2020-003}
    • }
  •  Berntorp, K., Quirynen, R., Uno, T., Di Cairano, S., "Trajectory Tracking for Autonomous Vehicles on Varying Road Surfaces by Friction-Adaptive Nonlinear Model Predictive Control", Journal of Vehicle Systems Dynamics, DOI: 10.1080/​00423114.2019.1697456, January 2020.
    BibTeX TR2020-005 PDF
    • @article{Berntorp2020jan,
    • author = {Berntorp, Karl and Quirynen, Rien and Uno, Tomoki and Di Cairano, Stefano},
    • title = {Trajectory Tracking for Autonomous Vehicles on Varying Road Surfaces by Friction-Adaptive Nonlinear Model Predictive Control},
    • journal = {Journal of Vehicle Systems Dynamics},
    • year = 2020,
    • month = jan,
    • doi = {10.1080/00423114.2019.1697456},
    • url = {https://www.merl.com/publications/TR2020-005}
    • }
  •  Chang, X., Zhang, W., Qian, Y., Le Roux, J., Watanabe, S., "MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), December 2019, pp. 237-144.
    BibTeX TR2019-157 PDF
    • @inproceedings{Chang2019dec,
    • author = {Chang, Xuankai and Zhang, Wangyou and Qian, Yanmin and Le Roux, Jonathan and Watanabe, Shinji},
    • title = {MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition},
    • booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
    • year = 2019,
    • pages = {237--144},
    • month = dec,
    • isbn = {978-1-7281-0305-1},
    • url = {https://www.merl.com/publications/TR2019-157}
    • }
  •  Karita, S., Chen, N., Hayashi, T., Hori, T., Inaguma, H., Jiang, Z., Someki, M., Enrique Yalta Soplin, N., Yamamoto, R., Wang, X., Watanabe, S., Yoshimura, T., Zhang, W., "A Comparative Study on Transformer Vs RNN in Speech Applications", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), DOI: 10.1109/​ASRU46091.2019.9003750, December 2019, pp. 449-456.
    BibTeX TR2019-158 PDF
    • @inproceedings{Karita2019dec,
    • author = {Karita, Shigeki and Chen, Nanxin and Hayashi, Tomoki and Hori, Takaaki and Inaguma, Hirofumi and Jiang, Ziyan and Someki, Masao and Enrique Yalta Soplin, Nelson and Yamamoto, Ryuichi and Wang, Xiaofei and Watanabe, Shinji and Yoshimura, Takenori and Zhang, Wangyou},
    • title = {A Comparative Study on Transformer Vs RNN in Speech Applications},
    • booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
    • year = 2019,
    • pages = {449--456},
    • month = dec,
    • doi = {10.1109/ASRU46091.2019.9003750},
    • url = {https://www.merl.com/publications/TR2019-158}
    • }
  •  Moritz, N., Hori, T., Le Roux, J., "Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), December 2019, pp. 936-943.
    BibTeX TR2019-159 PDF
    • @inproceedings{Moritz2019dec,
    • author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
    • title = {Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models},
    • booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
    • year = 2019,
    • pages = {936--943},
    • month = dec,
    • isbn = {978-1-7281-0305-1},
    • url = {https://www.merl.com/publications/TR2019-159}
    • }
  •  Jha, D., Kolaric, P., Romeres, D., Raghunathan, A., Benosman, M., Nikovski, D.N., "Robust Optimization for Trajectory-Centric Model-based Reinforcement Learning", NeurIPS Workshop on Safety and Robustness in Decision Making, December 2019.
    BibTeX TR2019-156 PDF
    • @inproceedings{Jha2019dec2,
    • author = {Jha, Devesh and Kolaric, Patrik and Romeres, Diego and Raghunathan, Arvind and Benosman, Mouhacine and Nikovski, Daniel N.},
    • title = {Robust Optimization for Trajectory-Centric Model-based Reinforcement Learning},
    • booktitle = {NeurIPS Workshop on Safety and Robustness in Decision Making},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-156}
    • }
  •  Berntorp, K., Hiroaki, K., "Bayesian Learning of Tire Friction with Automotive-Grade Sensors by Gaussian-Process State-Space Models", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC40024.2019.9029732, December 2019, pp. 6681-6686.
    BibTeX TR2019-145 PDF
    • @inproceedings{Berntorp2019dec,
    • author = {Berntorp, Karl and Hiroaki, Kitano},
    • title = {Bayesian Learning of Tire Friction with Automotive-Grade Sensors by Gaussian-Process State-Space Models},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2019,
    • pages = {6681--6686},
    • month = dec,
    • doi = {10.1109/CDC40024.2019.9029732},
    • url = {https://www.merl.com/publications/TR2019-145}
    • }
  •  Chakrabarty, A., Zemouche, A., Rajamani, R., Benosman, M., "Robust Data-Driven Neuro-Adaptive Observers With Lipschitz Activation Functions", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC40024.2019.9029394, December 2019, pp. 2862-2867.
    BibTeX TR2019-149 PDF
    • @inproceedings{Chakrabarty2019dec,
    • author = {Chakrabarty, Ankush and Zemouche, Ali and Rajamani, Rajesh and Benosman, Mouhacine},
    • title = {Robust Data-Driven Neuro-Adaptive Observers With Lipschitz Activation Functions},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2019,
    • pages = {2862--2867},
    • month = dec,
    • doi = {10.1109/CDC40024.2019.9029394},
    • url = {https://www.merl.com/publications/TR2019-149}
    • }
  •  Chu, T., Kalabić, U., "Model-based deep reinforcement learning for CACC in mixed-autonomy vehicle platoons", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC40024.2019.9030110, December 2019, pp. 4079-4084.
    BibTeX TR2019-142 PDF
    • @inproceedings{Chu2019dec,
    • author = {Chu, Tianshu and Kalabić, Uroš},
    • title = {Model-based deep reinforcement learning for CACC in mixed-autonomy vehicle platoons},
    • booktitle = {Proc. IEEE Conference on Decision and Control},
    • year = 2019,
    • pages = {4079--4084},
    • month = dec,
    • doi = {10.1109/CDC40024.2019.9030110},
    • url = {https://www.merl.com/publications/TR2019-142}
    • }
  •  Menner, M., Berntorp, K., Di Cairano, S., "Inverse Learning for Human-Adaptive Motion Planning", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC40024.2019.9030020, December 2019.
    BibTeX TR2019-146 PDF
    • @inproceedings{Menner2019dec,
    • author = {Menner, Marcel and Berntorp, Karl and Di Cairano, Stefano},
    • title = {Inverse Learning for Human-Adaptive Motion Planning},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2019,
    • month = dec,
    • doi = {10.1109/CDC40024.2019.9030020},
    • url = {https://www.merl.com/publications/TR2019-146}
    • }
  •  Wollenstein, S., Sun, C., Zhang, J., Paschalidis, I., "Joint Estimation of OD Demands and Cost Functions in Transportation Networks from Data", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC40024.2019.9029445, December 2019, pp. 5113-5118.
    BibTeX TR2019-144 PDF
    • @inproceedings{Wollenstein2019dec,
    • author = {Wollenstein, Salomón and Sun, Chuangchuang and Zhang, Jing and Paschalidis, Ioannis},
    • title = {Joint Estimation of OD Demands and Cost Functions in Transportation Networks from Data},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2019,
    • pages = {5113--5118},
    • month = dec,
    • doi = {10.1109/CDC40024.2019.9029445},
    • url = {https://www.merl.com/publications/TR2019-144}
    • }
  •  Jespersen, M.H., Pajovic, M., Koike-Akino, T., Wang, Y., Popovski, P., Orlik, P.V., "Deep Learning for Synchronization and Channel Estimation in NB-IoT Random Access Channel", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GLOBECOM38437.2019.9013510, December 2019.
    BibTeX TR2019-140 PDF
    • @inproceedings{Jespersen2019dec,
    • author = {Jespersen, Mads Helge and Pajovic, Milutin and Koike-Akino, Toshiaki and Wang, Ye and Popovski, Petar and Orlik, Philip V.},
    • title = {Deep Learning for Synchronization and Channel Estimation in NB-IoT Random Access Channel},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/GLOBECOM38437.2019.9013510},
    • issn = {2576-6813},
    • isbn = {978-1-7281-0962-6},
    • url = {https://www.merl.com/publications/TR2019-140}
    • }
  •  Liu, B., Wei, Z., Yuan, J., Pajovic, M., "Deep Learning Assisted User Identification in Massive Machine-Type Communications", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GLOBECOM38437.2019.9014177, December 2019, pp. 1-6.
    BibTeX TR2019-134 PDF
    • @inproceedings{Liu2019dec,
    • author = {Liu, Bryan and Wei, Zhiqiang and Yuan, Jinhong and Pajovic, Milutin},
    • title = {Deep Learning Assisted User Identification in Massive Machine-Type Communications},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • pages = {1--6},
    • month = dec,
    • doi = {10.1109/GLOBECOM38437.2019.9014177},
    • url = {https://www.merl.com/publications/TR2019-134}
    • }