Publications

427 / 2,868 publications found.


  •  Jha, D.K., Romeres, D., van Baar, J., Sullivan, A., Nikovski, D.N., "Learning Tasks in a Complex Circular Maze Environment", NIPS Workshop on Modeling the Physical World: Perception, Learning, and Control, December 2018.
    BibTeX Download PDFAbout TR2018-169
    • @inproceedings{vanBaar2018dec,
    • author = {Jha, Devesh K. and Romeres, Diego and van Baar, Jeroen and Sullivan, Alan and Nikovski, Daniel N.},
    • title = {Learning Tasks in a Complex Circular Maze Environment},
    • booktitle = {NIPS Workshop on Modeling the Physical World: Perception, Learning, and Control},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-169}
    • }
  •  Jha, D., "Algorithms for Task Allocation in Homogeneous Swarm of Robots", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), DOI: 10.1109/IROS.2018.8594052, October 2018.
    BibTeX Download PDFAbout TR2018-151
    • @inproceedings{Jha2018oct,
    • author = {Jha, Devesh},
    • title = {Algorithms for Task Allocation in Homogeneous Swarm of Robots},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2018,
    • month = oct,
    • doi = {10.1109/IROS.2018.8594052},
    • url = {https://www.merl.com/publications/TR2018-151}
    • }
  •  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), DOI: 10.1109/IROS.2018.8594358, October 2018, pp. 3196-3203.
    BibTeX Download PDFAbout TR2018-113
    • @inproceedings{Yu2018oct,
    • author = {Yu, Xin and Chaturvedi, Sagar and Feng, Chen and Taguchi, Yuichi and Lee, Teng-Yok and Fernandes, Clinton and Ramalingam, Srikumar},
    • title = {VLASE: Vehicle Localization by Aggregating Semantic Edges},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2018,
    • pages = {3196--3203},
    • month = oct,
    • doi = {10.1109/IROS.2018.8594358},
    • url = {https://www.merl.com/publications/TR2018-113}
    • }
  •  van Baar, J., Corcodel, R., Sullivan, A., Jha, D., Romeres, D., Nikovski, D.N., "Simulation to Real Transfer Learning with Robustified Policies for Robot Tasks", arXiv, September 2018.
    BibTeX Download PDFAbout TR2018-144
    • @article{vanBaar2018sep,
    • author = {van Baar, Jeroen and Corcodel, Radu and Sullivan, Alan and Jha, Devesh and Romeres, Diego and Nikovski, Daniel N.},
    • title = {Simulation to Real Transfer Learning with Robustified Policies for Robot Tasks},
    • journal = {arXiv},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-144}
    • }
  •  Ataer-Cansizoglu, E., Jones, M.J., "Super-resolution of Very Low-Resolution Faces from Videos", British Machine Vision Conference (BMVC), September 2018.
    BibTeX Download PDFAbout TR2018-140
    • @inproceedings{Ataer-Cansizoglu2018sep,
    • author = {Ataer-Cansizoglu, Esra and Jones, Michael J.},
    • title = {Super-resolution of Very Low-Resolution Faces from Videos},
    • booktitle = {British Machine Vision Conference (BMVC)},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-140}
    • }
  •  Wichern, G., Le Roux, J., "Phase Reconstruction with Learned Time-Frequency Representations for Single-Channel Speech Separation", International Workshop on Acoustic Signal Enhancement (IWAENC), DOI: 10.1109/IWAENC.2018.8521243, September 2018.
    BibTeX Download PDFAbout TR2018-146
    • @inproceedings{Wichern2018sep,
    • author = {Wichern, Gordon and Le Roux, Jonathan},
    • title = {Phase Reconstruction with Learned Time-Frequency Representations for Single-Channel Speech Separation},
    • booktitle = {International Workshop on Acoustic Signal Enhancement (IWAENC)},
    • year = 2018,
    • month = sep,
    • doi = {10.1109/IWAENC.2018.8521243},
    • url = {https://www.merl.com/publications/TR2018-146}
    • }
  •  Wang, J., Cherian, A., "Learning Discriminative Video Representations Using Adversarial Perturbations", European Conference on Computer Vision (ECCV), September 2018.
    BibTeX Download PDFAbout TR2018-139
    • @inproceedings{Wang2018sep3,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {Learning Discriminative Video Representations Using Adversarial Perturbations},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-139}
    • }
  •  Kocanaogullari, A., Ataer-Cansizoglu, E., "Active Descriptor Learning for Feature Matching", International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision, September 2018.
    BibTeX Download PDFAbout TR2018-132
    • @inproceedings{Kocanaogullari2018sep,
    • author = {Kocanaogullari, Aziz and Ataer-Cansizoglu, Esra},
    • title = {Active Descriptor Learning for Feature Matching},
    • booktitle = {International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-132}
    • }
  •  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), September 2018.
    BibTeX Download PDFAbout TR2018-109
    • @inproceedings{Shou2018sep,
    • author = {Shou, Zheng and Pan, Junting and Chan, Jonathan and Miyazawa, Kazuyuki and Mansour, Hassan and Vetro, Anthony and Giro-i-Nieto, Xavier and Chang, Shi-Fu},
    • title = {Online Detection of Action Start in Untrimmed, Streaming Videos},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-109}
    • }
  •  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}
    • }
  •  Wang, Z.-Q., Le Roux, J., Wang, D., Hershey, J., "End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction", Interspeech, September 2018.
    BibTeX Download PDFAbout TR2018-135
    • @inproceedings{Wang2018sep,
    • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Wang, DeLiang and Hershey, John},
    • title = {End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction},
    • booktitle = {Interspeech},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-135}
    • }
  •  Watanabe, S., Hori, T., Karita, S., Hayashi, T., Nishitoba, J., Unno, Y., Enrique Yalta Soplin, N., Heymann, J., Wiesner, M., Chen, N., Renduchintala, A., Ochiai, T., "ESPnet: End-to-End Speech Processing Toolkit", Interspeech, September 2018.
    BibTeX Download PDFAbout TR2018-136
    • @inproceedings{Watanabe2018sep,
    • author = {Watanabe, Shinji and Hori, Takaaki and Karita, Shigeki and Hayashi, Tomoki and Nishitoba, Jiro and Unno, Yuya and Enrique Yalta Soplin, Nelson and Heymann, Jahn and Wiesner, Matthew and Chen, Nanxin and Renduchintala, Adithya and Ochiai, Tsubasa},
    • title = {ESPnet: End-to-End Speech Processing Toolkit},
    • booktitle = {Interspeech},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-136}
    • }
  •  Laftchiev, E., Sun, X., Dau, H.-A., Nikovski, D.N., "Anomaly Detection in Discrete Manufacturing Systems using Event Relationship Tables", International Workshop on Principle of Diagnosis, August 2018.
    BibTeX Download PDFAbout TR2018-128
    • @inproceedings{Laftchiev2018aug,
    • author = {Laftchiev, Emil and Sun, Xinmaio and Dau, Hoang-Anh and Nikovski, Daniel N.},
    • title = {Anomaly Detection in Discrete Manufacturing Systems using Event Relationship Tables},
    • booktitle = {International Workshop on Principle of Diagnosis},
    • year = 2018,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2018-128}
    • }
  •  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}
    • }
  •  Seki, H., Hori, T., Watanabe, S., Le Roux, J., Hershey, J., "A Purely End-to-end System for Multi-speaker Speech Recognition", Annual Meeting of the Association for Computational Linguistics (ACL), July 2018, pp. 2620-2630.
    BibTeX Download PDFAbout TR2018-104
    • @inproceedings{Seki2018jul,
    • author = {Seki, Hiroshi and Hori, Takaaki and Watanabe, Shinji and Le Roux, Jonathan and Hershey, John},
    • title = {A Purely End-to-end System for Multi-speaker Speech Recognition},
    • booktitle = {Annual Meeting of the Association for Computational Linguistics (ACL)},
    • year = 2018,
    • pages = {2620--2630},
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-104}
    • }
  •  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}
    • }
  •  Sanz, I., Bernal, C., Bono, A., Pajovic, M., Martinez, G., "Gaussian Process Regression Applied to VRLA Battery Voltage Prediction in Photovoltaic Off-Grid Systems", Jornada de Jovenes Investigadores, July 11, 2018.
    BibTeX Download PDFAbout TR2018-077
    • @inproceedings{Sanz2018jul,
    • author = {Sanz, Ivan and Bernal, Carlos and Bono, Antonio and Pajovic, Milutin and Martinez, Gabriel},
    • title = {Gaussian Process Regression Applied to VRLA Battery Voltage Prediction in Photovoltaic Off-Grid Systems},
    • booktitle = {Jornada de Jovenes Investigadores},
    • year = 2018,
    • number = 6,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-077}
    • }
  •  Seki, H., Hori, T., Watanabe, S., Le Roux, J., Hershey, J., "A Purely End-to-end System for Multi-speaker Speech Recognition", arXiv, July 10, 2018.
    BibTeX Download PDFAbout TR2018-058
    • @article{Seki2018jul2,
    • author = {Seki, Hiroshi and Hori, Takaaki and Watanabe, Shinji and Le Roux, Jonathan and Hershey, John},
    • title = {A Purely End-to-end System for Multi-speaker Speech Recognition},
    • journal = {arXiv},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-058}
    • }
  •  Pan, Y., Farahmand, A.-M., White, M., Nabi, S., Grover, P., Nikovski, D.N., "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control", International Conference on Machine Learning (ICML), July 2018.
    BibTeX Download PDFAbout TR2018-101
    • @inproceedings{Pan2018jul,
    • author = {Pan, Yangchen and Farahmand, Amir-massoud and White, Martha and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
    • title = {Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-101}
    • }
  •  Wang, Z.-Q., Le Roux, J., Hershey, J., "End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction", arXiv, July 9, 2018.
    BibTeX Download PDFAbout TR2018-051
    • @article{Wang2018jul,
    • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Hershey, John},
    • title = {End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction},
    • journal = {arXiv},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-051}
    • }