- Wang, J., Cherian, A., "Discriminative Video Representation Learning Using Support Vector Classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2019.2937292, August 2019.
BibTeX TR2019-107 PDF- @article{Wang2019aug,
- author = {Wang, Jue and Cherian, Anoop},
- title = {Discriminative Video Representation Learning Using Support Vector Classifiers},
- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
- year = 2019,
- month = aug,
- doi = {10.1109/TPAMI.2019.2937292},
- url = {https://www.merl.com/publications/TR2019-107}
- }
- Chakrabarty, A., Jha, D.K., Wang, Y., "Data-Driven Control Policies for Partially Known Systems via Kernelized Lipschitz Learning", American Control Conference (ACC), DOI: 10.23919/ACC.2019.8815325, July 2019, pp. 4192-4197.
BibTeX TR2019-047 PDF- @inproceedings{Chakrabarty2019jul,
- author = {Chakrabarty, Ankush and Jha, Devesh K. and Wang, Yebin},
- title = {Data-Driven Control Policies for Partially Known Systems via Kernelized Lipschitz Learning},
- booktitle = {American Control Conference (ACC)},
- year = 2019,
- pages = {4192--4197},
- month = jul,
- publisher = {IEEE},
- doi = {10.23919/ACC.2019.8815325},
- url = {https://www.merl.com/publications/TR2019-047}
- }
- Matsumine, T., Koike-Akino, T., Wang, Y., "Channel Decoding with Quantum Approximate Optimization Algorithm", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/ISIT.2019.8849710, July 2019.
BibTeX TR2019-071 PDF Presentation- @inproceedings{Matsumine2019jul,
- author = {Matsumine, Toshiki and Koike-Akino, Toshiaki and Wang, Ye},
- title = {Channel Decoding with Quantum Approximate Optimization Algorithm},
- booktitle = {IEEE International Symposium on Information Theory (ISIT)},
- year = 2019,
- month = jul,
- doi = {10.1109/ISIT.2019.8849710},
- issn = {2157-8117},
- isbn = {978-1-5386-9291-2},
- url = {https://www.merl.com/publications/TR2019-071}
- }
- Zhang, J., Nikovski, D.N., Lee, T.-Y., Fujino, T., "Fault Detection and Classification of Time Series Using Localized Matrix Profiles", IEEE International Conference on Prognostics and Health Management, DOI: 10.1109/ICPHM.2019.8819389, June 2019.
BibTeX TR2019-057 PDF- @inproceedings{Zhang2019jun,
- author = {Zhang, Jing and Nikovski, Daniel N. and Lee, Teng-Yok and Fujino, Tomoya},
- title = {Fault Detection and Classification of Time Series Using Localized Matrix Profiles},
- booktitle = {IEEE International Conference on Prognostics and Health Management},
- year = 2019,
- month = jun,
- doi = {10.1109/ICPHM.2019.8819389},
- url = {https://www.merl.com/publications/TR2019-057}
- }
- Alamri, H., Cartillier, V., Das, A., Wang, J., Lee, S., Anderson, P., Essa, I., Parikh, D., Batra, D., Cherian, A., Marks, T.K., Hori, C., "Audio-Visual Scene-Aware Dialog", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2019.00774, June 2019, pp. 7550-7559.
BibTeX TR2019-048 PDF- @inproceedings{Alamri2019jun,
- author = {Alamri, Huda and Cartillier, Vincent and Das, Abhishek and Wang, Jue and Lee, Stefan and Anderson, Peter and Essa, Irfan and Parikh, Devi and Batra, Dhruv and Cherian, Anoop and Marks, Tim K. and Hori, Chiori},
- title = {Audio-Visual Scene-Aware Dialog},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2019,
- pages = {7550--7559},
- month = jun,
- doi = {10.1109/CVPR.2019.00774},
- url = {https://www.merl.com/publications/TR2019-048}
- }
- 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", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8682583, May 2019.
BibTeX TR2019-016 PDF- @inproceedings{Hori2019may2,
- 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},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8682583},
- url = {https://www.merl.com/publications/TR2019-016}
- }
- Kadu, A., Mansour, H., Boufounos, P.T., Liu, D., "Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8682393, May 2019.
BibTeX TR2019-012 PDF Video- @inproceedings{Kadu2019may,
- author = {Kadu, Ajinkya and Mansour, Hassan and Boufounos, Petros T. and Liu, Dehong},
- title = {Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8682393},
- url = {https://www.merl.com/publications/TR2019-012}
- }
- Seetharaman, P., Wichern, G., Le Roux, J., Pardo, B., "Bootstrapping Single-Channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683198, May 2019.
BibTeX TR2019-014 PDF- @inproceedings{Seetharaman2019may2,
- author = {Seetharaman, Prem and Wichern, Gordon and Le Roux, Jonathan and Pardo, Bryan},
- title = {Bootstrapping Single-Channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683198},
- url = {https://www.merl.com/publications/TR2019-014}
- }
- Seetharaman, P., Wichern, G., Venkataramani, S., Le Roux, J., "Class-Conditional Embeddings for Music Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683007, May 2019.
BibTeX TR2019-004 PDF- @inproceedings{Seetharaman2019may,
- author = {Seetharaman, Prem and Wichern, Gordon and Venkataramani, Shrikant and Le Roux, Jonathan},
- title = {Class-Conditional Embeddings for Music Source Separation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683007},
- url = {https://www.merl.com/publications/TR2019-004}
- }
- Lin, C., "Bean's Critical-State Model as a Consequence of the Circuit Model of Non-linear Resistance", Journal of Applied Physics, DOI: 10.1063/1.5084152, Vol. 125, No. 9, March 2019.
BibTeX TR2019-031 PDF- @article{Lin2019mar,
- author = {Lin, Chungwei},
- title = {Bean's Critical-State Model as a Consequence of the Circuit Model of Non-linear Resistance},
- journal = {Journal of Applied Physics},
- year = 2019,
- volume = 125,
- number = 9,
- month = mar,
- doi = {10.1063/1.5084152},
- url = {https://www.merl.com/publications/TR2019-031}
- }
- 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 (SLT), DOI: 10.1109/SLT.2018.8639619, December 2018.
BibTeX TR2018-174 PDF- @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 (SLT)},
- year = 2018,
- month = dec,
- doi = {10.1109/SLT.2018.8639619},
- url = {https://www.merl.com/publications/TR2018-174}
- }
- Berntorp, K., Danielson, C., Weiss, A., Di Cairano, S., "Positive Invariant Sets for Safe Integrated Vehicle Motion Planning and Control", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC.2018.8619458, December 2018.
BibTeX TR2018-172 PDF- @inproceedings{Berntorp2018dec3,
- author = {Berntorp, Karl and Danielson, Claus and Weiss, Avishai and Di Cairano, Stefano},
- title = {Positive Invariant Sets for Safe Integrated Vehicle Motion Planning and Control},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2018,
- month = dec,
- doi = {10.1109/CDC.2018.8619458},
- url = {https://www.merl.com/publications/TR2018-172}
- }
- 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 TR2018-187 PDF- @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 TR2018-161 PDF- @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,
- publisher = {Elsevier},
- doi = {10.1016/j.csl.2018.08.006},
- url = {https://www.merl.com/publications/TR2018-161}
- }
- 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 TR2018-158 PDF- @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}
- }
- Wang, J., Cherian, A., "Learning Discriminative Video Representations Using Adversarial Perturbations", European Conference on Computer Vision (ECCV), September 2018.
BibTeX TR2018-139 PDF Software- @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}
- }
- 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 TR2018-109 PDF- @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 TR2018-141 PDF- @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}
- }
- 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 TR2018-128 PDF- @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}
- }
- 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 TR2018-104 PDF Video- @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,
- publisher = {Elsevier},
- url = {https://www.merl.com/publications/TR2018-104}
- }
- Xiao, Y., Taguchi, Y., Kamat, V.R., "Coupling Point Cloud Completion and Surface Connectivity Relation Inference for 3D Modeling of Indoor Building Environments", Journal of Computing in Civil Engineering, DOI: 10.1061/(ASCE)CP.1943-5487.0000776, Vol. 32, No. 5, July 12, 2018.
BibTeX TR2018-096 PDF- @article{Xiao2018jul,
- author = {Xiao, Yong and Taguchi, Yuichi and Kamat, Vineet R.},
- title = {Coupling Point Cloud Completion and Surface Connectivity Relation Inference for 3D Modeling of Indoor Building Environments},
- journal = {Journal of Computing in Civil Engineering},
- year = 2018,
- volume = 32,
- number = 5,
- month = jul,
- doi = {10.1061/(ASCE)CP.1943-5487.0000776},
- url = {https://www.merl.com/publications/TR2018-096}
- }
- Caverly, R., Di Cairano, S., Weiss, A., "Split-Horizon MPC for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites using Electric Propulsion", American Control Conference (ACC), DOI: 10.23919/ACC.2018.8431329, June 2018, pp. 652-657.
BibTeX TR2018-093 PDF- @inproceedings{Caverly2018jun,
- author = {Caverly, Ryan and Di Cairano, Stefano and Weiss, Avishai},
- title = {Split-Horizon MPC for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites using Electric Propulsion},
- booktitle = {American Control Conference (ACC)},
- year = 2018,
- pages = {652--657},
- month = jun,
- doi = {10.23919/ACC.2018.8431329},
- url = {https://www.merl.com/publications/TR2018-093}
- }
- Caverly, R., Di Cairano, S., Weiss, A., "On-Off Quantization of an MPC Policy for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites", European Control Conference (ECC), DOI: 10.23919/ECC.2018.8550336, June 2018.
BibTeX TR2018-078 PDF- @inproceedings{Caverly2018jun2,
- author = {Caverly, Ryan and Di Cairano, Stefano and Weiss, Avishai},
- title = {On-Off Quantization of an MPC Policy for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites},
- booktitle = {European Control Conference (ECC)},
- year = 2018,
- month = jun,
- doi = {10.23919/ECC.2018.8550336},
- url = {https://www.merl.com/publications/TR2018-078}
- }
- Pajovic, M., "Misspecified Bayesian Cramer-Rao Bound for Sparse Bayesian Learning", IEEE Statistical Signal Processing Workshop (SSP), DOI: 10.1109/SSP.2018.8450780, June, pp. 263-267.
BibTeX TR2018-076 PDF- @inproceedings{Pajovic2018jun,
- author = {Pajovic, Milutin},
- title = {Misspecified Bayesian Cramer-Rao Bound for Sparse Bayesian Learning},
- booktitle = {IEEE Statistical Signal Processing Workshop (SSP)},
- year = 2018,
- pages = {263--267},
- month = jun,
- doi = {10.1109/SSP.2018.8450780},
- url = {https://www.merl.com/publications/TR2018-076}
- }
- Keerthisinghe, C., Sun, H., Takaguchi, Y., Nikovski, D.N., Hashimoto, H., "Machine Learning Based State-Space Approximate Dynamic Programming Approach for Energy and Reserve Management of Power Plants", IEEE PES Innovative Smart Grid Technologies Conference - Asia (ISGT Asia), DOI: 10.1109/ISGT-Asia.2018.8467807, May 2018, pp. 669-674.
BibTeX TR2018-064 PDF- @inproceedings{Keerthisinghe2018may,
- author = {Keerthisinghe, Chanaka and Sun, Hongbo and Takaguchi, Yusuke and Nikovski, Daniel N. and Hashimoto, Hiroyuki},
- title = {Machine Learning Based State-Space Approximate Dynamic Programming Approach for Energy and Reserve Management of Power Plants},
- booktitle = {IEEE PES Innovative Smart Grid Technologies Conference - Asia (ISGT Asia)},
- year = 2018,
- pages = {669--674},
- month = may,
- doi = {10.1109/ISGT-Asia.2018.8467807},
- url = {https://www.merl.com/publications/TR2018-064}
- }