Publications

3,372 major publications by members of the MERL staff.


  •  Waters, R.C., "MERL Annual Report 2022", Tech. Rep. TR2022-000, Mitsubishi Electric Research Laboratories, Cambridge, MA, November 2022.
    BibTeX TR2022-000 PDF
    • @techreport{MERL_TR2022-000,
    • author = {Waters, R.C.},
    • title = {MERL Annual Report 2022},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2022-000},
    • month = nov,
    • year = 2022,
    • url = {https://www.merl.com/publications/TR2022-000/}
    • }
  •  Shimoya, R., Morimoto, T., van Baar, J., Boufounos, P.T., Ma, Y., Mansour, H., "Learning Occlusion-Aware Dense Correspondences for Multi-Modal Images", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), November 2022.
    BibTeX TR2022-149 PDF
    • @inproceedings{Shimoya2022nov,
    • author = {Shimoya, Ryosuke and Morimoto, Tahashi and van Baar, Jeroen and Boufounos, Petros T. and Ma, Yanting and Mansour, Hassan},
    • title = {Learning Occlusion-Aware Dense Correspondences for Multi-Modal Images},
    • booktitle = {IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
    • year = 2022,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2022-149}
    • }
  •  Liu, D., Inoue, H., Kanemaru, M., "Robust Motor Current Signature Analysis (MCSA)-based Fault Detection under Varying Operating Conditions", 2022 International Conference on Electrical Machines and Systems, November 2022.
    BibTeX
    • @inproceedings{Liu2022nov2,
    • author = {Liu, Dehong and Inoue, Hiroshi and Kanemaru, Makoto},
    • title = {Robust Motor Current Signature Analysis (MCSA)-based Fault Detection under Varying Operating Conditions},
    • booktitle = {2022 International Conference on Electrical Machines and Systems},
    • year = 2022,
    • month = nov
    • }
  •  Romero, D., Lohit, S., "Learning Partial Equivariances from Data", Advances in Neural Information Processing Systems (NeurIPS), November 2022.
    BibTeX TR2022-148 PDF Presentation
    • @inproceedings{Romero2022nov,
    • author = {Romero, David and Lohit, Suhas},
    • title = {Learning Partial Equivariances from Data},
    • booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
    • year = 2022,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2022-148}
    • }
  •  Wang, H., Lohit, S., Jones, M.J., Fu, R., "What Makes a “Good” Data Augmentation in Knowledge Distillation – A Statistical Perspective", Advances in Neural Information Processing Systems (NeurIPS), November 2022.
    BibTeX TR2022-147 PDF
    • @inproceedings{Wang2022nov,
    • author = {Wang, Huan and Lohit, Suhas and Jones, Michael J. and Fu, Raymond},
    • title = {What Makes a “Good” Data Augmentation in Knowledge Distillation – A Statistical Perspective},
    • booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
    • year = 2022,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2022-147}
    • }
  •  Quirynen, R., Di Cairano, S., "Tailored Presolve Techniques in Branch-and-Bound Method for Fast Mixed-Integer Optimal Control Applications", arXiv, November 2022.
    BibTeX arXiv
    • @article{Quirynen2022nov,
    • author = {Quirynen, Rien and Di Cairano, Stefano},
    • title = {Tailored Presolve Techniques in Branch-and-Bound Method for Fast Mixed-Integer Optimal Control Applications},
    • journal = {arXiv},
    • year = 2022,
    • month = nov,
    • url = {https://arxiv.org/abs/2211.12700}
    • }
  •  Bralios, D., Tzinis, E., Wichern, G., Smaragdis, P., Le Roux, J., "Latent Iterative Refinement for Modular Source Separation", arXiv, November 2022.
    BibTeX arXiv
    • @article{Bralios2022nov,
    • author = {Bralios, Dimitrios and Tzinis, Efthymios and Wichern, Gordon and Smaragdis, Paris and Le Roux, Jonathan},
    • title = {Latent Iterative Refinement for Modular Source Separation},
    • journal = {arXiv},
    • year = 2022,
    • month = nov,
    • url = {https://arxiv.org/abs/2211.11917}
    • }
  •  Liu, Y., Sholokhov, A., Mansour, H., Nabi, S., "Physics-Informed Koopman Network", arXiv, November 2022.
    BibTeX arXiv
    • @article{Liu2022nov,
    • author = {Liu, Yuying and Sholokhov, Aleksei and Mansour, Hassan and Nabi, Saleh},
    • title = {Physics-Informed Koopman Network},
    • journal = {arXiv},
    • year = 2022,
    • month = nov,
    • url = {https://arxiv.org/abs/2211.09419}
    • }
  •  Skvortcov, P., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Dual Coding Concatenation for Burst-Error Correction in Probabilistic Amplitude Shaping", IEEE Journal of Lightwave Technology, DOI: 10.1109/​JLT.2022.3178675, Vol. 40, No. 16, pp. 5502-5513, November 2022.
    BibTeX TR2022-145 PDF
    • @article{Skvortcov2022nov,
    • author = {Skvortcov, Pavel and Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Dual Coding Concatenation for Burst-Error Correction in Probabilistic Amplitude Shaping},
    • journal = {IEEE Journal of Lightwave Technology},
    • year = 2022,
    • volume = 40,
    • number = 16,
    • pages = {5502--5513},
    • month = nov,
    • doi = {10.1109/JLT.2022.3178675},
    • issn = {1558-2213},
    • url = {https://www.merl.com/publications/TR2022-145}
    • }
  •  Aralikatti, R., Boeddeker, C., Wichern, G., Subramanian, A.S., Le Roux, J., "Reverberation as Supervision for Speech Separation", arXiv, November 2022.
    BibTeX arXiv
    • @article{Aralikatti2022nov,
    • author = {Aralikatti, Rohith and Boeddeker, Christoph and Wichern, Gordon and Subramanian, Aswin Shanmugam and Le Roux, Jonathan},
    • title = {Reverberation as Supervision for Speech Separation},
    • journal = {arXiv},
    • year = 2022,
    • month = nov,
    • url = {https://arxiv.org/abs/2211.08303}
    • }
  •  Chakrabarty, A., Wichern, G., Laughman, C.R., "Meta-Learning of Neural State-Space Models Using Data From Similar Systems", arXiv, November 2022.
    BibTeX arXiv
    • @article{Chakrabarty2022nov3,
    • author = {Chakrabarty, Ankush and Wichern, Gordon and Laughman, Christopher R.},
    • title = {Meta-Learning of Neural State-Space Models Using Data From Similar Systems},
    • journal = {arXiv},
    • year = 2022,
    • month = nov,
    • url = {https://arxiv.org/abs/2211.07768}
    • }
  •  Tzinis, E., Wichern, G., Smaragdis, P., Le Roux, J., "Optimal Condition Training for Target Source Separation", arXiv, November 2022.
    BibTeX arXiv
    • @article{Tzinis2022nov,
    • author = {Tzinis, Efthymios and Wichern, Gordon and Smaragdis, Paris and Le Roux, Jonathan},
    • title = {Optimal Condition Training for Target Source Separation},
    • journal = {arXiv},
    • year = 2022,
    • month = nov,
    • url = {https://arxiv.org/abs/2211.05927}
    • }
  •  Chakrabarty, A., Burns, D.J., Guay, M., Laughman, C.R., "Extremum seeking controller tuning for heat pump optimization using failure-robust Bayesian optimization", Journal of Process Control, November 2022.
    BibTeX TR2022-144 PDF
    • @article{Chakrabarty2022nov2,
    • author = {Chakrabarty, Ankush and Burns, Daniel J. and Guay, Martin and Laughman, Christopher R.},
    • title = {Extremum seeking controller tuning for heat pump optimization using failure-robust Bayesian optimization},
    • journal = {Journal of Process Control},
    • year = 2022,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2022-144}
    • }
  •  Aguilar Marsillach, D., Di Cairano, S., Weiss, A., "Abort-Safe Spacecraft Rendezvous on Elliptic Orbits", IEEE Transactions on Control Systems Technology, November 2022.
    BibTeX TR2022-142 PDF
    • @article{AguilarMarsillach2022nov,
    • author = {Aguilar Marsillach, Daniel and Di Cairano, Stefano and Weiss, Avishai},
    • title = {Abort-Safe Spacecraft Rendezvous on Elliptic Orbits},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2022,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2022-142}
    • }
  •  Yen, H., Germain, F., Wichern, G., Le Roux, J., "Cold Diffusion for Speech Enhancement", arXiv, November 2022.
    BibTeX arXiv
    • @article{Yen2022nov,
    • author = {Yen, Hao and Germain, Francois and Wichern, Gordon and Le Roux, Jonathan},
    • title = {Cold Diffusion for Speech Enhancement},
    • journal = {arXiv},
    • year = 2022,
    • month = nov,
    • url = {https://arxiv.org/abs/2211.02527}
    • }
  •  Venkatesh, S., Wichern, G., Subramanian, A.S., Le Roux, J., "IMPROVED DOMAIN GENERALIZATION VIA DISENTANGLED MULTI-TASK LEARNING IN UNSUPERVISED ANOMALOUS SOUND DETECTION", DCASE Workshop, Lagrange, M. and Mesaros, A. and Pellegrini, T. and Richard, G. and Serizel, R. and Stowell, D., Eds., November 2022.
    BibTeX TR2022-146 PDF
    • @inproceedings{Venkatesh2022nov,
    • author = {Venkatesh, Satvik and Wichern, Gordon and Subramanian, Aswin Shanmugam and Le Roux, Jonathan},
    • title = {IMPROVED DOMAIN GENERALIZATION VIA DISENTANGLED MULTI-TASK LEARNING IN UNSUPERVISED ANOMALOUS SOUND DETECTION},
    • booktitle = {Detection and Classification of Acoustic Scenes and Events Workshop (DCASE)},
    • year = 2022,
    • editor = {Lagrange, M. and Mesaros, A. and Pellegrini, T. and Richard, G. and Serizel, R. and Stowell, D.},
    • month = nov,
    • isbn = {978-952-03-2677-7},
    • url = {https://www.merl.com/publications/TR2022-146}
    • }
  •  Chakrabarty, A., "Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach", arXiv, November 2022.
    BibTeX arXiv
    • @article{Chakrabarty2022nov,
    • author = {Chakrabarty, Ankush},
    • title = {Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach},
    • journal = {arXiv},
    • year = 2022,
    • month = nov,
    • url = {https://arxiv.org/abs/2211.00077}
    • }
  •  Pan, Z., Wichern, G., Germain, F., Subramanian, A.S., Le Roux, J., "Towards End-to-end Speaker Diarization in the Wild", arXiv, November 2022.
    BibTeX arXiv
    • @article{Pan2022nov,
    • author = {Pan, Zexu and Wichern, Gordon and Germain, Francois and Subramanian, Aswin Shanmugam and Le Roux, Jonathan},
    • title = {Towards End-to-end Speaker Diarization in the Wild},
    • journal = {arXiv},
    • year = 2022,
    • month = nov,
    • url = {https://arxiv.org/abs/2211.01299}
    • }
  •  Chatterjee, M., Ahuja, N., Cherian, A., "Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation", Advances in Neural Information Processing Systems (NeurIPS), November 2022.
    BibTeX TR2022-140 PDF
    • @inproceedings{Chatterjee2022nov,
    • author = {Chatterjee, Moitreya and Ahuja, Narendra and Cherian, Anoop},
    • title = {Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation},
    • booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
    • year = 2022,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2022-140}
    • }
  •  Yu, X., Smedemark-Margulies, N., Aeron, S., Koike-Akino, T., Moulin, P., Brand, M.E., Parsons, K., Wang, Y., "Improving Adversarial Robustness by Learning Shared Information", Pattern Recognition, November 2022.
    BibTeX TR2022-141 PDF
    • @article{Yu2022nov,
    • author = {Yu, Xi and Smedemark-Margulies, Niklas and Aeron, Shuchin and Koike-Akino, Toshiaki and Moulin, Pierre and Brand, Matthew E. and Parsons, Kieran and Wang, Ye},
    • title = {Improving Adversarial Robustness by Learning Shared Information},
    • journal = {Pattern Recognition},
    • year = 2022,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2022-141}
    • }
  •  Schneider, T., Belousov, B., Chalvatzaki, G., Romeres, D., Jha, D.K., Peters, J., "Active Exploration for Robotic Manipulation", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), October 2022.
    BibTeX TR2022-139 PDF
    • @inproceedings{Schneider2022oct,
    • author = {Schneider, Tim and Belousov, Boris and Chalvatzaki, Georgia and Romeres, Diego and Jha, Devesh K. and Peters, Jan},
    • title = {Active Exploration for Robotic Manipulation},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2022,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2022-139}
    • }
  •  Ma, Y., Wang, Y., Di Cairano, S., Koike-Akino, T., Guo, J., Orlik, P.V., Guan, X., Lu, C., "Smart Actuation for End-Edge Industrial Control Systems", IEEE Transactions on Automation Science and Engineering, October 2022.
    BibTeX TR2022-138 PDF
    • @article{Ma2022oct,
    • author = {Ma, Yehan and Wang, Yebin and Di Cairano, Stefano and Koike-Akino, Toshiaki and Guo, Jianlin and Orlik, Philip V. and Guan, Xinping and Lu, Chenyang},
    • title = {Smart Actuation for End-Edge Industrial Control Systems},
    • journal = {IEEE Transactions on Automation Science and Engineering},
    • year = 2022,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2022-138}
    • }
  •  Mowlavi, S., Nabi, S., "Optimal control of PDEs using physics-informed neural networks", Journal of Computational Physics, October 2022.
    BibTeX TR2022-143 PDF
    • @article{Mowlavi2022oct,
    • author = {Mowlavi, Saviz and Nabi, Saleh},
    • title = {Optimal control of PDEs using physics-informed neural networks},
    • journal = {Journal of Computational Physics},
    • year = 2022,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2022-143}
    • }
  •  Qiao, H., Laughman, C.R., "Performance Enhancements for Zero-Flow Simulation of Vapor Compression Cycles", American Modelica Conference, October 2022.
    BibTeX TR2022-137 PDF
    • @inproceedings{Qiao2022oct,
    • author = {Qiao, Hongtao and Laughman, Christopher R.},
    • title = {Performance Enhancements for Zero-Flow Simulation of Vapor Compression Cycles},
    • booktitle = {American Modelica Conference},
    • year = 2022,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2022-137}
    • }
  •  Sumi, T., Nagai, Y., Guo, J., Mineno, H., "IEEE Wireless Standards for Internet of Things", IEEE World Forum on Internet of Things (WFIoT), October 2022.
    BibTeX TR2022-136 PDF
    • @inproceedings{Sumi2022oct,
    • author = {Sumi, Takenori and Nagai, Yukimasa and Guo, Jianlin and Mineno, Hiroshi},
    • title = {IEEE Wireless Standards for Internet of Things},
    • booktitle = {IEEE World Forum on Internet of Things (WFIoT)},
    • year = 2022,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2022-136}
    • }