Publications

254 / 2,868 publications found.


  •  Cherian, A., Sullivan, A., "Sem-GAN: Semantically-Consistent Image-to-Image Translation", IEEE Winter Conference on Applications of Computer Vision (WACV), DOI: 10.1109/WACV.2019.00196, January 2019.
    BibTeX Download PDFAbout TR2018-178
    • @inproceedings{Cherian2019jan,
    • author = {Cherian, Anoop and Sullivan, Alan},
    • title = {Sem-GAN: Semantically-Consistent Image-to-Image Translation},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2019,
    • month = jan,
    • doi = {10.1109/WACV.2019.00196},
    • url = {https://www.merl.com/publications/TR2018-178}
    • }
  •  Cho, J., Baskar, M.K., Li, R., Wiesner, M., Mallidi, S.H., Yalta, N., Karafiat, M., Watanabe, S., Hori, T., "Multilingual Sequence-to-Sequence Speech Recognition: Architecture, Transfer Learning, and Language Modeling", IEEE Spoken Language Technology Workshop, DOI: 10.1109/SLT.2018.8639655, December 2018.
    BibTeX Download PDFAbout TR2018-175
    • @inproceedings{Cho2018dec,
    • author = {Cho, Jaejin and Baskar, Murali Karthick and Li, Ruizhi and Wiesner, Matthew and Mallidi, Sri Harish and Yalta, Nelson and Karafiat, Martin and Watanabe, Shinji and Hori, Takaaki},
    • title = {Multilingual Sequence-to-Sequence Speech Recognition: Architecture, Transfer Learning, and Language Modeling},
    • booktitle = {IEEE Spoken Language Technology Workshop},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/SLT.2018.8639655},
    • url = {https://www.merl.com/publications/TR2018-175}
    • }
  •  Hayashi, T., Watanabe, S., Zhang, Y., Toda, T., Hori, T., Astudillo, R., Takeda, K., "Back-Translation-Style Data Augmentation for End-to-End ASR", IEEE Spoken Language Technology Workshop, DOI: 10.1109/SLT.2018.8639619, December 2018.
    BibTeX Download PDFAbout TR2018-174
    • @inproceedings{Hayashi2018dec,
    • author = {Hayashi, Tomoki and Watanabe, Shinji and Zhang, Yu and Toda, Tomoki and Hori, Takaaki and Astudillo, Ramon and Takeda, Kazuya},
    • title = {Back-Translation-Style Data Augmentation for End-to-End ASR},
    • booktitle = {IEEE Spoken Language Technology Workshop},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/SLT.2018.8639619},
    • url = {https://www.merl.com/publications/TR2018-174}
    • }
  •  Hori, T., Cho, J., Watanabe, S., "End-to-End Speech Recognition with Word-Based RNN Language Models", IEEE Spoken Language Technology Workshop, DOI: 10.1109/SLT.2018.8639693, December 2018.
    BibTeX Download PDFAbout TR2018-176
    • @inproceedings{Hori2018dec,
    • author = {Hori, Takaaki and Cho, Jaejin and Watanabe, Shinji},
    • title = {End-to-End Speech Recognition with Word-Based RNN Language Models},
    • booktitle = {IEEE Spoken Language Technology Workshop},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/SLT.2018.8639693},
    • url = {https://www.merl.com/publications/TR2018-176}
    • }
  •  Chakrabarty, A., Raghunathan, A.U., Di Cairano, S., Danielson, C., "Data-Driven Estimation of Reachable and Invariant Sets for Unmodeled Systems via Active Learning", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC.2018.8619646, December 2018.
    BibTeX Download PDFAbout TR2018-187
    • @inproceedings{Chakrabarty2018dec,
    • author = {Chakrabarty, Ankush and Raghunathan, Arvind and Di Cairano, Stefano and Danielson, Claus},
    • title = {Data-Driven Estimation of Reachable and Invariant Sets for Unmodeled Systems via Active Learning},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/CDC.2018.8619646},
    • url = {https://www.merl.com/publications/TR2018-187}
    • }
  •  Hori, T., Wang, W., Koji, Y., Hori, C., Harsham, B.A., Hershey, J., "Adversarial Training and Decoding Strategies for End-to-end Neural Conversation Models", Computer Speech and Language, DOI: 10.1016/j.csl.2018.08.006, Vol. 54, pp. 122-139, December 2018.
    BibTeX Download PDFAbout TR2018-161
    • @article{Hori2018dec2,
    • author = {Hori, Takaaki and Wang, Wen and Koji, Yusuke and Hori, Chiori and Harsham, Bret A. and Hershey, John},
    • title = {Adversarial Training and Decoding Strategies for End-to-end Neural Conversation Models},
    • journal = {Computer Speech and Language},
    • year = 2018,
    • volume = 54,
    • pages = {122--139},
    • month = dec,
    • doi = {10.1016/j.csl.2018.08.006},
    • url = {https://www.merl.com/publications/TR2018-161}
    • }
  •  Natarajan, A., Laftchiev, E., "A Transfer Active Learning Framework to Predict Thermal Comfort", International Journal of Prognostics and Health Management Special Issue on PHM for Human Health & Performance, December 2018.
    BibTeX Download PDFAbout TR2018-156
    • @article{Natarajan2018dec,
    • author = {Natarajan, Annamalai and Laftchiev, Emil},
    • title = {A Transfer Active Learning Framework to Predict Thermal Comfort},
    • journal = {International Journal of Prognostics and Health Management Special Issue on PHM for Human Health & Performance},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-156}
    • }
  •  Romeres, D.., Jha, D., Dalla Libera, A., Chiuso, A., Nikovski, D.N., "Derivative-Free Semiparametric Bayesian Models for Robot Learning", Advances in Neural Information Processing Systems (NIPS), December 2018.
    BibTeX Download PDFAbout TR2018-165
    • @inproceedings{Romeres2018dec,
    • author = {Romeres, Diego and Jha, Devesh and Dalla Libera, Alberto and Chiuso, Alessandro and Nikovski, Daniel N.},
    • title = {Derivative-Free Semiparametric Bayesian Models for Robot Learning},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-165}
    • }
  •  Kao, C.-C., Lee, T.-Y., Sen, P., Liu, M.-Y., "Localization-Aware Active Learning for Object Detection", Asian Conference on Computer Vision (ACCV), December 2018.
    BibTeX Download PDFAbout TR2018-166
    • @inproceedings{Kao2018dec,
    • author = {Kao, Chieh-Chi and Lee, Teng-Yok and Sen, Pradeep and Liu, Ming-Yu},
    • title = {Localization-Aware Active Learning for Object Detection},
    • booktitle = {Asian Conference on Computer Vision (ACCV)},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-166}
    • }
  •  Paul, S., van Baar, J., "Trajectory-based Learning for Ball-in-Maze Games", NIPS Workshop on Imitation Learning and its Challenges in Robotics, December 2018.
    BibTeX Download PDFAbout TR2018-158
    • @inproceedings{Paul2018dec,
    • author = {Paul, Sujoy and van Baar, Jeroen},
    • title = {Trajectory-based Learning for Ball-in-Maze Games},
    • booktitle = {NIPS Workshop on Imitation Learning and its Challenges in Robotics},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-158}
    • }
  •  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}
    • }
  •  Pajovic, M., Orlik, P.V., Wada, T., "Remaining Useful Life Estimation of Batteries using Dirichlet Process with Variational Bayes Inference", Annual Conference of IEEE Industrial Electronics Society (IECON), DOI: 10.1109/IECON.2018.8592767, October 2018.
    BibTeX Download PDFAbout TR2018-152
    • @inproceedings{Pajovic2018oct,
    • author = {Pajovic, Milutin and Orlik, Philip V. and Wada, Toshihiro},
    • title = {Remaining Useful Life Estimation of Batteries using Dirichlet Process with Variational Bayes Inference},
    • booktitle = {Annual Conference of IEEE Industrial Electronics Society (IECON)},
    • year = 2018,
    • month = oct,
    • doi = {10.1109/IECON.2018.8592767},
    • url = {https://www.merl.com/publications/TR2018-152}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }