- Geng, S., Gao, P., Chatterjee, M., Hori, C., Le Roux, J., Zhang, Y., Li, H., Cherian, A., "Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers", AAAI Conference on Artificial Intelligence, February 2021.
BibTeX TR2021-010 PDF- @inproceedings{Geng2021feb,
- author = {Geng, Shijie and Gao, Peng and Chatterjee, Moitreya and Hori, Chiori and Le Roux, Jonathan and Zhang, Yongfeng and Li, Hongsheng and Cherian, Anoop},
- title = {Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers},
- booktitle = {AAAI Conference on Artificial Intelligence},
- year = 2021,
- month = feb,
- url = {https://www.merl.com/publications/TR2021-010}
- }
- Russel, R.H., Benosman, M., van Baar, J., "Robust Constrained-MDPs: Soft-Constrained Robust Policy Optimization under Model Uncertainty", Advances in Neural Information Processing Systems (NeurIPS)-workshop, January 2021.
BibTeX TR2021-009 PDF- @inproceedings{Russel2021jan,
- author = {Russel, Reazul Hasan and Benosman, Mouhacine and van Baar, Jeroen},
- title = {Robust Constrained-MDPs: Soft-Constrained Robust Policy Optimization under Model Uncertainty},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS)-workshop},
- year = 2021,
- month = jan,
- url = {https://www.merl.com/publications/TR2021-009}
- }
- Li, S., Mansour, H., Wakin, M., "Recovery Analysis of Damped Spectrally Sparse Signals and Its Relation to MUSIC", Information and Inference: A Journal of the IMA, January 2021.
BibTeX TR2021-008 PDF- @article{Li2021jan,
- author = {Li, Shuang and Mansour, Hassan and Wakin, Michael},
- title = {Recovery Analysis of Damped Spectrally Sparse Signals and Its Relation to MUSIC},
- journal = {Information and Inference: A Journal of the IMA},
- year = 2021,
- month = jan,
- url = {https://www.merl.com/publications/TR2021-008}
- }
- Sumi, T., Nagai, Y., Guo, J., Orlik, P.V., Yokoyama, T., Mineno, H., "Sub-1 GHz Coexistence Using Reinforcement Learning based IEEE 802.11ah RAW scheduling", Information Processing Society Japan / 30th Consumer Devices & Systems Conference, January 2021.
BibTeX Information Processing Society of Japan- @inproceedings{Sumi2021jan,
- author = {Sumi, Takenori and Nagai, Yukimasa and Guo, Jianlin and Orlik, Philip V. and Yokoyama, Tatsuya and Mineno, Hiroshi},
- title = {Sub-1 GHz Coexistence Using Reinforcement Learning based IEEE 802.11ah RAW scheduling},
- booktitle = {Information Processing Society Japan / 30th Consumer Devices & Systems Conference},
- year = 2021,
- month = jan,
- url = {https://ipsj.ixsq.nii.ac.jp/ej/index.php?active_action=repository_view_main_item_detail&page_id=13&block_id=8&item_id=209162&item_no=1}
- }
- Watanabe, S., Boyer, F., Chang, X., Guo, P., Hayashi, T., Higuchi, Y., Hori, T., Huang, W.-C., Inaguma, H., Kamo, N., Shigeki, K., Li, C., Shi, J., Subramanian, A.S., Zhang, W., "The 2020 Espnet Update: New Features, Broadened Applications, Performance Improvements, and Future Plans", arXiv, January 2021.
BibTeX - @article{Watanabe2021jan,
- author = {Watanabe, Shinji and Boyer, Florian and Chang, Xuankai and Guo, Pengcheng and Hayashi, Tomoki and Higuchi, Yosuke and Hori, Takaaki and Huang, Wen-Chin and Inaguma, Hirofumi and Kamo, Naoyuki and Shigeki, Karita and Li, Chenda and Shi, Jing and Subramanian, Aswin S and Zhang, Wangyou},
- title = {The 2020 Espnet Update: New Features, Broadened Applications, Performance Improvements, and Future Plans},
- journal = {arXiv},
- year = 2021,
- month = jan
- }
- Kojima, K., TaherSima, M., Koike-Akino, T., Jha, D., Tang, Y., Wang, Y., Parsons, K., "Deep Neural Networks for Inverse Design of Nanophotonic Devices", IEEE Journal of Lightwave Technology, DOI: 10.1109/JLT.2021.3050083, January 2021.
BibTeX TR2021-001 PDF- @article{Kojima2021jan,
- author = {Kojima, Keisuke and TaherSima, Mohammad and Koike-Akino, Toshiaki and Jha, Devesh and Tang, Yingheng and Wang, Ye and Parsons, Kieran},
- title = {Deep Neural Networks for Inverse Design of Nanophotonic Devices},
- journal = {IEEE Journal of Lightwave Technology},
- year = 2021,
- month = jan,
- doi = {10.1109/JLT.2021.3050083},
- issn = {1558-2213},
- url = {https://www.merl.com/publications/TR2021-001}
- }
- Chen, D., Danielson, C., Masahiro, I., "Improving Passenger Comfort by Exploiting Hub Motors in Electric Vehicles: Suspension Modeling", ASME Dynamic Systems and Control Conference (DSCC), DOI: 10.1115/DSCC2020-3167, January 2021.
BibTeX TR2021-019 PDF- @inproceedings{Chen2021jan,
- author = {Chen, Di and Danielson, Claus and Masahiro, Iezawa},
- title = {Improving Passenger Comfort by Exploiting Hub Motors in Electric Vehicles: Suspension Modeling},
- booktitle = {ASME Dynamic Systems and Control Conference (DSCC)},
- year = 2021,
- month = jan,
- doi = {10.1115/DSCC2020-3167},
- url = {https://www.merl.com/publications/TR2021-019}
- }
- Hayashi, N., Weiss, A., Di Cairano, S., "Model Predictive Control Approach for Autonomous Sun-Synchronous Sub-Recurrent Orbit Control", AIAA SciTech, January 2021.
BibTeX TR2021-005 PDF- @inproceedings{Hayashi2021jan,
- author = {Hayashi, Naohiro and Weiss, Avishai and Di Cairano, Stefano},
- title = {Model Predictive Control Approach for Autonomous Sun-Synchronous Sub-Recurrent Orbit Control},
- booktitle = {AIAA SciTech},
- year = 2021,
- month = jan,
- url = {https://www.merl.com/publications/TR2021-005}
- }
- Lohit, S., Anirudh, R., Turaga, P., "Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization", IEEE Winter Conference on Applications of Computer Vision (WACV), January 2021.
BibTeX TR2021-004 PDF- @inproceedings{Lohit2021jan,
- author = {Lohit, Suhas and Anirudh, Rushil and Turaga, Pavan},
- title = {Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization},
- booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
- year = 2021,
- month = jan,
- url = {https://www.merl.com/publications/TR2021-004}
- }
- Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Semi-Supervised Bearing Fault Diagnosis and Classification using Variational Autoencoder-Based Deep Generative Models", IEEE Sensors Journal, DOI: 10.1109/JSEN.2020.3040696, Vol. 21, No. 5, pp. 6476-6486, January 2021.
BibTeX TR2021-002 PDF- @article{Zhang2021jan,
- author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
- title = {Semi-Supervised Bearing Fault Diagnosis and Classification using Variational Autoencoder-Based Deep Generative Models},
- journal = {IEEE Sensors Journal},
- year = 2021,
- volume = 21,
- number = 5,
- pages = {6476--6486},
- month = jan,
- doi = {10.1109/JSEN.2020.3040696},
- url = {https://www.merl.com/publications/TR2021-002}
- }
- Anirudh, R., Lohit, S., Turaga, P., "Generative Patch Priors for Practical Compressive Image Recovery", IEEE Winter Conference on Applications of Computer Vision (WACV), January 2021.
BibTeX TR2021-003 PDF- @inproceedings{Anirudh2021jan,
- author = {Anirudh, Rushil and Lohit, Suhas and Turaga, Pavan},
- title = {Generative Patch Priors for Practical Compressive Image Recovery},
- booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
- year = 2021,
- month = jan,
- url = {https://www.merl.com/publications/TR2021-003}
- }
- Wang, P., Koike-Akino, T., Orlik, P., "Precise Indoor Localization Using Commercial-off-the-shelf (COTS) Wi-Fi Routers Powered by Deep Learning on New Channel Measurements in Millimeter-wave Bands," Mitsubishi Electric Technical Report, Vol. 95, January 2021.
BibTeX Mitsubishi Electric Technical Report- @techreport{Wang2021jan,
- author = {Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip},
- title = {Precise Indoor Localization Using Commercial-off-the-shelf (COTS) Wi-Fi Routers Powered by Deep Learning on New Channel Measurements in Millimeter-wave Bands},
- year = 2021,
- volume = 95,
- number = 1,
- month = jan,
- url = {https://www.giho.mitsubishielectric.co.jp/giho/pdf/2021/2101101.pdf}
- }
- Serra, T., Huang, T., Raghunathan, A., Bergman, D., "Template-based Minor Embedding for Adiabatic Quantum Optimization", INFORMS Journal on Computing, December 2020.
BibTeX TR2020-181 PDF- @article{Serra2020dec,
- author = {Serra, Thiago and Huang, Teng and Raghunathan, Arvind and Bergman, David},
- title = {Template-based Minor Embedding for Adiabatic Quantum Optimization},
- journal = {INFORMS Journal on Computing},
- year = 2020,
- month = dec,
- url = {https://www.merl.com/publications/TR2020-181}
- }
- Poveda, J., Benosman, M., Vamvoudakis, K., "Data-Enabled Extremum Seeking: A Cooperative Concurrent Learning-Based Approach", International journal of adaptive control and signal processing, December 2020.
BibTeX TR2020-180 PDF- @article{Poveda2020dec,
- author = {Poveda, Jorge and Benosman, Mouhacine and Vamvoudakis, Kyriakos},
- title = {Data-Enabled Extremum Seeking: A Cooperative Concurrent Learning-Based Approach},
- journal = {International journal of adaptive control and signal processing},
- year = 2020,
- month = dec,
- url = {https://www.merl.com/publications/TR2020-180}
- }
- Benosman, M., Borggaard, J., "Data-Driven Robust State Estimation for Reduced-Order Models of 2D Boussinesq Equations with Parametric Uncertainties", Journal of Computers and Fluids, December 2020.
BibTeX TR2020-177 PDF- @article{Benosman2020dec,
- author = {Benosman, Mouhacine and Borggaard, Jeff},
- title = {Data-Driven Robust State Estimation for Reduced-Order Models of 2D Boussinesq Equations with Parametric Uncertainties},
- journal = {Journal of Computers and Fluids},
- year = 2020,
- month = dec,
- url = {https://www.merl.com/publications/TR2020-177}
- }
- Nohra, C.J., Raghunathan, A., Sahinidis, N.V., "Spectral relaxations and branching strategies for global optimization of mixed-integer quadratic programs", SIAM Journal on Optimization, DOI: 10.1137/19M1271762, Vol. 31, No. 1, pp. 142–171, December 2020.
BibTeX TR2020-178 PDF- @article{Nohra2020dec2,
- author = {Nohra, Carlos J. and Raghunathan, Arvind and Sahinidis, Nikolaos V.},
- title = {Spectral relaxations and branching strategies for global optimization of mixed-integer quadratic programs},
- journal = {SIAM Journal on Optimization},
- year = 2020,
- volume = 31,
- number = 1,
- pages = {142–171},
- month = dec,
- doi = {10.1137/19M1271762},
- url = {https://www.merl.com/publications/TR2020-178}
- }
- Jha, D., Wang, Y., Zhu, M., "Sampling-based Algorithms for Feedback Motion Planning", IEEE/CAA Journal of Automatica Sinica, December 2020.
BibTeX - @article{Jha2020dec,
- author = {Jha, Devesh and Wang, Yebin and Zhu, Minghui},
- title = {Sampling-based Algorithms for Feedback Motion Planning},
- journal = {IEEE/CAA Journal of Automatica Sinica},
- year = 2020,
- month = dec
- }
- Raghunathan, A., Linderoth, J., "Stability Analysis of Discrete-Time Linear Complementarity Systems", arXiv, December 2020.
BibTeX arXiv- @article{Raghunathan2020dec,
- author = {Raghunathan, Arvind and Linderoth, Jeffrey},
- title = {Stability Analysis of Discrete-Time Linear Complementarity Systems},
- journal = {arXiv},
- year = 2020,
- month = dec,
- url = {https://arxiv.org/abs/2012.13287}
- }
- Seidel, S.W., Murray-Bruce, J., Ma, Y., Yu, C., Freeman, W.T., Goyal, V.K., "Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder", IEEE Transactions on Computational Imaging, DOI: 10.1109/TCI.2020.3037405, Vol. 7, pp. 58-72, December 2020.
BibTeX - @article{Seidel2020dec,
- author = {Seidel, Sheila, W. and Murray-Bruce, John and Ma, Yanting and Yu, Christopher and Freeman, William, T. and Goyal, Vivek K},
- title = {Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder},
- journal = {IEEE Transactions on Computational Imaging},
- year = 2020,
- volume = 7,
- pages = {58--72},
- month = dec,
- doi = {10.1109/TCI.2020.3037405}
- }
- Kim, K.J., Liu, H., Lei, H., Ding, Z., Orlik, P.V., Poor, H.V., "A dCDD-Based Transmit Diversity Scheme for Downlink Pseudo-NOMA Systems", IEEE Transactions on Wireless Communications, DOI: 10.1109/TWC.2020.3031809, Vol. 20, No. 2, pp. 1217-1232, December 2020.
BibTeX TR2020-176 PDF- @article{Kim2020dec2,
- author = {Kim, Kyeong Jin and Liu, Hongwu and Lei, Hongjiang and Ding, Zhiguo and Orlik, Philip V. and Poor, H. Vincent},
- title = {A dCDD-Based Transmit Diversity Scheme for Downlink Pseudo-NOMA Systems},
- journal = {IEEE Transactions on Wireless Communications},
- year = 2020,
- volume = 20,
- number = 2,
- pages = {1217--1232},
- month = dec,
- doi = {10.1109/TWC.2020.3031809},
- url = {https://www.merl.com/publications/TR2020-176}
- }
- Nohra, C.J., Raghunathan, A., Sahinidis, N.V., "Global optimization of mixed-integer quadratic programs via convex quadratic outer-approximation of SDP relaxations", arXiv, December 2020.
BibTeX - @article{Nohra2020dec,
- author = {Nohra, Carlos J. and Raghunathan, Arvind and Sahinidis, Nikolaos V.},
- title = {Global optimization of mixed-integer quadratic programs via convex quadratic outer-approximation of SDP relaxations},
- journal = {arXiv},
- year = 2020,
- month = dec
- }
- Khurana, S., Moritz, N., Hori, T., Le Roux, J., "Unsupervised Domain Adaptation for Speech Recognition Via Uncertainty Driven Self-Training", arXiv, December 2020.
BibTeX arXiv- @article{Khurana2020dec,
- author = {Khurana, Sameer and Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Unsupervised Domain Adaptation for Speech Recognition Via Uncertainty Driven Self-Training},
- journal = {arXiv},
- year = 2020,
- month = dec,
- url = {https://arxiv.org/abs/2011.13439}
- }
- Kalur, A., Benosman, M., Nabi, S., "Adaptive-Robust Dynamic Mode Decomposition for Reduced-Order Modeling and Control", American Physical Society, Division of Fluid Dynamics, December 2020.
BibTeX - @inproceedings{Kalur2020dec,
- author = {Kalur, Aniketh and Benosman, Mouhacine and Nabi, Saleh},
- title = {Adaptive-Robust Dynamic Mode Decomposition for Reduced-Order Modeling and Control},
- booktitle = {American Physical Society, Division of Fluid Dynamics},
- year = 2020,
- month = dec
- }
- Goukhshtein, M., Boufounos, P.T., Koike-Akino, T., Draper, S.C., "Distributed Coding of Quantized Random Projections", IEEE Transactions on Signal Processing, DOI: 10.1109/TSP.2020.3029499, Vol. 68, pp. 5924-5939, December 2020.
BibTeX TR2020-157 PDF- @article{Goukhshtein2020dec,
- author = {Goukhshtein, Maxim and Boufounos, Petros T. and Koike-Akino, Toshiaki and Draper, Stark C.},
- title = {Distributed Coding of Quantized Random Projections},
- journal = {IEEE Transactions on Signal Processing},
- year = 2020,
- volume = 68,
- pages = {5924--5939},
- month = dec,
- doi = {10.1109/TSP.2020.3029499},
- issn = {1941-0476},
- url = {https://www.merl.com/publications/TR2020-157}
- }
- Aguilar Marsillach, D., Di Cairano, S., Weiss, A., "Abort-Safe Spacecraft Rendezvous in case of Partial Thrust Failure", IEEE Conference on Decision and Control (CDC), December 2020.
BibTeX TR2020-175 PDF- @inproceedings{AguilarMarsillach2020dec,
- author = {Aguilar Marsillach, Daniel and Di Cairano, Stefano and Weiss, Avishai},
- title = {Abort-Safe Spacecraft Rendezvous in case of Partial Thrust Failure},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2020,
- month = dec,
- url = {https://www.merl.com/publications/TR2020-175}
- }
