Publications

3,734 major publications by members of the MERL staff.


  •  Teo, K.H., "Summary Report of International Electron Device Meeting (IEDM) 2022," Tech. Rep. TR2023-013, Mitsubishi Electric Research Laboratories, March 2023.
    BibTeX TR2023-013 PDF
    • @techreport{Teo2023mar,
    • author = {Teo, Koon Hoo},
    • title = {Summary Report of International Electron Device Meeting (IEDM) 2022},
    • institution = {MERL website},
    • year = 2023,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2023-013}
    • }
  •  Kantana, C., Benosman, M., Ma, R., Komatsuzaki, Y., "A System Approach for Efficiency Enhancement and Linearization Technique of Dual-Input Doherty Power Amplifier", IEEE Journal of Microwaves, February 2023.
    BibTeX TR2023-008 PDF
    • @article{Kantana2023feb,
    • author = {Kantana, Chouabi and Benosman, Mouhacine and Ma, Rui and Komatsuzaki, Y.},
    • title = {A System Approach for Efficiency Enhancement and Linearization Technique of Dual-Input Doherty Power Amplifier},
    • journal = {IEEE Journal of Microwaves},
    • year = 2023,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2023-008}
    • }
  •  Mateus, A., Ranade, S., Ramalingam, S., Miraldo, P., "Fast and Accurate 3D Registration from Line Intersection Constraints", International Journal of Computer Vision, DOI: 10.1007/​s11263-023-01774-1, Vol. 131, pp. 2044-2069, February 2023.
    BibTeX TR2023-007 PDF
    • @article{Mateus2023feb,
    • author = {Mateus, Andre and Ranade, Siddhant and Ramalingam, Srikumar and Miraldo, Pedro},
    • title = {Fast and Accurate 3D Registration from Line Intersection Constraints},
    • journal = {International Journal of Computer Vision},
    • year = 2023,
    • volume = 131,
    • pages = {2044--2069},
    • month = feb,
    • doi = {10.1007/s11263-023-01774-1},
    • url = {https://www.merl.com/publications/TR2023-007}
    • }
  •  Lin, C., "Magnetic Cooling with Thin Peltier Modules as Thermal Switches", Journal of Magnetism and Magnetic Materials, DOI: 10.1016/​j.jmmm.2023.170482, Vol. 570, pp. 170482, February 2023.
    BibTeX TR2023-006 PDF
    • @article{Lin2023feb,
    • author = {Lin, Chungwei},
    • title = {Magnetic Cooling with Thin Peltier Modules as Thermal Switches},
    • journal = {Journal of Magnetism and Magnetic Materials},
    • year = 2023,
    • volume = 570,
    • pages = 170482,
    • month = feb,
    • doi = {10.1016/j.jmmm.2023.170482},
    • issn = {0304-8853},
    • url = {https://www.merl.com/publications/TR2023-006}
    • }
  •  Chakrabarty, A., Berntorp, K., Di Cairano, S., "Parameter-Adaptive Reference Governors with Learned Robust Constraint-Admissible Sets", Control Engineering Practice, DOI: 10.1016/​j.conengprac.2023.105450, Vol. 133, February 2023.
    BibTeX TR2023-005 PDF
    • @article{Chakrabarty2023feb,
    • author = {Chakrabarty, Ankush and Berntorp, Karl and Di Cairano, Stefano},
    • title = {Parameter-Adaptive Reference Governors with Learned Robust Constraint-Admissible Sets},
    • journal = {Control Engineering Practice},
    • year = 2023,
    • volume = 133,
    • month = feb,
    • doi = {10.1016/j.conengprac.2023.105450},
    • url = {https://www.merl.com/publications/TR2023-005}
    • }
  •  Kojima, K., Koike-Akino, T., Wang, Y., Jung Minwoo, , Brand, M., "Inverse design of two-dimensional freeform metagrating using an adversarial conditional variational autoencoder", SPIE Photonics West, DOI: 10.1117/​12.2650299, January 2023.
    BibTeX TR2023-004 PDF
    • @inproceedings{Kojima2023jan,
    • author = {Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Jung Minwoo and Brand, Matthew},
    • title = {Inverse design of two-dimensional freeform metagrating using an adversarial conditional variational autoencoder},
    • booktitle = {Proc. SPIE 12431, Photonic and Phononic Properties of Engineered Nanostructures XIII},
    • year = 2023,
    • month = jan,
    • publisher = {SPIE},
    • doi = {10.1117/12.2650299},
    • url = {https://www.merl.com/publications/TR2023-004}
    • }
  •  Liu, T., Cherian, A., "Learning a Constrained Optimizer: A Primal Method", AAAI Bridge on Constraint Programming and Machine Learning, January 2023.
    BibTeX TR2023-003 PDF
    • @inproceedings{Liu2023jan,
    • author = {Liu, Tao and Cherian, Anoop},
    • title = {Learning a Constrained Optimizer: A Primal Method},
    • booktitle = {AAAI Bridge on Constraint Programming and Machine Learning},
    • year = 2023,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2023-003}
    • }
  •  Tohme, T., Liu, D., Youcef-Toumi, K., "GSR: A Generalized Symbolic Regression Approach", Transactions on Machine Learning Research, January 2023.
    BibTeX TR2023-002 PDF
    • @article{Tohme2023jan,
    • author = {Tohme, Tony and Liu, Dehong and Youcef-Toumi, Kamal},
    • title = {GSR: A Generalized Symbolic Regression Approach},
    • journal = {Transactions on Machine Learning Research},
    • year = 2023,
    • month = jan,
    • issn = {2835-8856},
    • url = {https://www.merl.com/publications/TR2023-002}
    • }
  •  Aich, A., Peng, K.-C., Roy-Chowdhury, A.K., "Cross-Domain Video Anomaly Detection without Target Domain Adaptation", IEEE Winter Conference on Applications of Computer Vision (WACV), Crandall, D. and Gong, B. and Lee, Y. J. and Souvenir, R. and Yu, S., Eds., DOI: 10.1109/​WACV56688.2023.00261, January 2023, pp. 2578-2590.
    BibTeX TR2023-001 PDF Video Presentation
    • @inproceedings{Aich2023jan,
    • author = {Aich, Abhishek and Peng, Kuan-Chuan and Roy-Chowdhury, Amit K.},
    • title = {Cross-Domain Video Anomaly Detection without Target Domain Adaptation},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2023,
    • editor = {Crandall, D. and Gong, B. and Lee, Y. J. and Souvenir, R. and Yu, S.},
    • pages = {2578--2590},
    • month = jan,
    • publisher = {IEEE},
    • doi = {10.1109/WACV56688.2023.00261},
    • issn = {2642-9381},
    • isbn = {978-1-6654-9346-8},
    • url = {https://www.merl.com/publications/TR2023-001}
    • }
  •  Garg, K., Baranwal, M., Gupta, R., Benosman, M., "Fixed-Time Stable Proximal Dynamical System for Solving MVIPs", IEEE Transactions on Automatic Control, December 2022.
    BibTeX TR2022-171 PDF
    • @article{Garg2022dec,
    • author = {Garg, Kunal and Baranwal, Mayank and Gupta, Rohit and Benosman, Mouhacine},
    • title = {Fixed-Time Stable Proximal Dynamical System for Solving MVIPs},
    • journal = {IEEE Transactions on Automatic Control},
    • year = 2022,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2022-171}
    • }
  •  Amadio, F., Dalla Libera, A., Antonello, R., Nikovski, D.N., Carli, R., Romeres, D., "Model-Based Policy Search Using Monte Carlo Gradient Estimation with Real Systems Application", IEEE Transaction on Robotics, DOI: 10.1109/​TRO.2022.3184837, Vol. 38, No. 6, pp. 3879-3898, December 2022.
    BibTeX TR2022-154 PDF Videos Software
    • @article{Romeres2022dec,
    • author = {Amadio, Fabio and Dalla Libera, Alberto and Antonello, Riccardo and Nikovski, Daniel N. and Carli, Ruggero and Romeres, Diego},
    • title = {Model-Based Policy Search Using Monte Carlo Gradient Estimation with Real Systems Application},
    • journal = {IEEE Transaction on Robotics},
    • year = 2022,
    • volume = 38,
    • number = 6,
    • pages = {3879--3898},
    • month = dec,
    • doi = {10.1109/TRO.2022.3184837},
    • issn = {1941-0468},
    • url = {https://www.merl.com/publications/TR2022-154}
    • }
  •  Wang, B., Albader, M., Inoue, H., Kanemaru, M., "Induction Motor Eccentricity Fault Analysis and Quantification with Modified Winding Function based Model", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.1109/​ICEMS56177.2022.9983377, December 2022, pp. 1-6.
    BibTeX TR2022-153 PDF
    • @inproceedings{Wang2022dec,
    • author = {Wang, Bingnan and Albader, Mesaad and Inoue, Hiroshi and Kanemaru, Makoto},
    • title = {Induction Motor Eccentricity Fault Analysis and Quantification with Modified Winding Function based Model},
    • booktitle = {International Conference on Electrical Machines and Systems (ICEMS)},
    • year = 2022,
    • pages = {1--6},
    • month = dec,
    • doi = {10.1109/ICEMS56177.2022.9983377},
    • url = {https://www.merl.com/publications/TR2022-153}
    • }
  •  Bhattacharya, C., Chakrabarty, A., Laughman, C.R., Qiao, H., "https://iwww.merl.com/TR/camready-4505.pdf", Modeling, Estimation and Control Conference, DOI: 10.1016/​j.ifacol.2022.11.168, December 2022, pp. 99-106.
    BibTeX TR2022-170 PDF
    • @inproceedings{Bhattacharya2022dec,
    • author = {Bhattacharya, Chandrachur and Chakrabarty, Ankush and Laughman, Christopher R. and Qiao, Hongtao},
    • title = {https://iwww.merl.com/TR/camready-4505.pdf},
    • booktitle = {Modeling, Estimation and Control Conference},
    • year = 2022,
    • pages = {99--106},
    • month = dec,
    • doi = {10.1016/j.ifacol.2022.11.168},
    • url = {https://www.merl.com/publications/TR2022-170}
    • }
  •  Talukder, K., Wang, B., Sakamoto, Y., "Electric Machine Two-dimensional Flux Map Prediction with Ensemble Learning", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.1109/​ICEMS56177.2022.9982881, December 2022, pp. 1-4.
    BibTeX TR2022-152 PDF
    • @inproceedings{Talukder2022dec,
    • author = {Talukder, Khaled and Wang, Bingnan and Sakamoto, Yusuke},
    • title = {Electric Machine Two-dimensional Flux Map Prediction with Ensemble Learning},
    • booktitle = {International Conference on Electrical Machines and Systems (ICEMS)},
    • year = 2022,
    • pages = {1--4},
    • month = dec,
    • doi = {10.1109/ICEMS56177.2022.9982881},
    • url = {https://www.merl.com/publications/TR2022-152}
    • }
  •  Masui, H., Romeres, D., Nikovski, D.N., "Transfer Learning for Bayesian Optimization with Principal Component Analysis", International Conference on Machine Learning and Applications (ICMLA), December 2022, pp. 1077-1084.
    BibTeX TR2022-169 PDF
    • @inproceedings{Masui2022dec,
    • author = {Masui, Hideyuki and Romeres, Diego and Nikovski, Daniel N.},
    • title = {Transfer Learning for Bayesian Optimization with Principal Component Analysis},
    • booktitle = {International Conference on Machine Learning and Applications (ICMLA)},
    • year = 2022,
    • pages = {1077--1084},
    • month = dec,
    • publisher = {IEEE},
    • isbn = {978-1-6654-6283-9},
    • url = {https://www.merl.com/publications/TR2022-169}
    • }
  •  Kim, K.J., Liu, H., Wen, M., Tsiftsis, T.A., Orlik, P.V., Poor, H.V., "QR Decomposition-based Cyclic Prefixed Single-Carrier Transmissions for Cooperative Communications: Concepts and Research Landscape", IEEE Communications Surveys and Tutorials, DOI: 10.1109/​COMST.2022.3194997, Vol. 25, No. 1, pp. 133-155, December 2022.
    BibTeX TR2022-167 PDF
    • @article{Kim2022dec,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Wen, Maiwen and Tsiftsis, Theodoros A. and Orlik, Philip V. and Poor, H. Vincent},
    • title = {QR Decomposition-based Cyclic Prefixed Single-Carrier Transmissions for Cooperative Communications: Concepts and Research Landscape},
    • journal = {IEEE Communications Surveys and Tutorials},
    • year = 2022,
    • volume = 25,
    • number = 1,
    • pages = {133--155},
    • month = dec,
    • doi = {10.1109/COMST.2022.3194997},
    • url = {https://www.merl.com/publications/TR2022-167}
    • }
  •  Chakrabarty, A., Bortoff, S.A., Laughman, C.R., "Simulation Failure Robust Bayesian Optimization for Data-Driven Parameter Estimation", IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI: 10.1109/​TSMC.2022.3216790, December 2022.
    BibTeX TR2022-168 PDF Video
    • @article{Chakrabarty2022dec2,
    • author = {Chakrabarty, Ankush and Bortoff, Scott A. and Laughman, Christopher R.},
    • title = {Simulation Failure Robust Bayesian Optimization for Data-Driven Parameter Estimation},
    • journal = {IEEE Transactions on Systems, Man, and Cybernetics: Systems},
    • year = 2022,
    • month = dec,
    • doi = {10.1109/TSMC.2022.3216790},
    • url = {https://www.merl.com/publications/TR2022-168}
    • }
  •  Wang, Z.-Q., Wichern, G., Watanabe, S., Le Roux, J., "STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency", IEEE/ACM Transactions on Audio, Speech, and Language Processing, DOI: 10.1109/​TASLP.2022.3224285, Vol. 31, pp. 397-410, December 2022.
    BibTeX TR2022-166 PDF
    • @article{Wang2022dec2,
    • author = {Wang, Zhong-Qiu and Wichern, Gordon and Watanabe, Shinji and Le Roux, Jonathan},
    • title = {STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency},
    • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
    • year = 2022,
    • volume = 31,
    • pages = {397--410},
    • month = dec,
    • doi = {10.1109/TASLP.2022.3224285},
    • issn = {2329-9304},
    • url = {https://www.merl.com/publications/TR2022-166}
    • }
  •  Anantaram, V., Wang, Y., "Sensorless Control of Synchronous Machines with DC-Link Voltage Immunity and Adaptation", IEEE Power Electronics, Drives and Energy Systems, DOI: 10.1109/​PEDES56012.2022.10080212, December 2022.
    BibTeX TR2022-165 PDF
    • @inproceedings{Anantaram2022dec,
    • author = {Anantaram, Varatharajan and Wang, Yebin},
    • title = {Sensorless Control of Synchronous Machines with DC-Link Voltage Immunity and Adaptation},
    • booktitle = {IEEE Power Electronics, Drives and Energy Systems},
    • year = 2022,
    • month = dec,
    • doi = {10.1109/PEDES56012.2022.10080212},
    • url = {https://www.merl.com/publications/TR2022-165}
    • }
  •  Soushi Ueno, , Fujihashi, T., Koike-Akino, T., Watanabe, T., "Point Cloud Soft Multicast for Untethered XR Users", IEEE Transactions on Multimedia, DOI: 10.1109/​TMM.2022.3218172, Vol. 25, pp. 7185-7195, December 2022.
    BibTeX TR2022-164 PDF
    • @article{SoushiUeno;Fujihashi2022dec,
    • author = {Soushi Ueno and Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
    • title = {Point Cloud Soft Multicast for Untethered XR Users},
    • journal = {IEEE Transactions on Multimedia},
    • year = 2022,
    • volume = 25,
    • pages = {7185--7195},
    • month = dec,
    • doi = {10.1109/TMM.2022.3218172},
    • issn = {1941-0077},
    • url = {https://www.merl.com/publications/TR2022-164}
    • }
  •  Mowlavi, S., Nabi, S., "Optimal Control of PDEs Using Physics-Informed Neural Networks", Advances in Neural Information Processing Systems (NeurIPS) workshop, December 2022.
    BibTeX TR2022-163 PDF
    • @inproceedings{Mowlavi2022dec,
    • author = {Mowlavi, Saviz and Nabi, Saleh},
    • title = {Optimal Control of PDEs Using Physics-Informed Neural Networks},
    • booktitle = {Advances in Neural Information Processing Systems (NeurIPS) workshop},
    • year = 2022,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2022-163}
    • }
  •  Chakrabarty, A., "Few-Shot Closed-Loop Performance Optimization with Bayesian Meta-Learning", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC51059.2022.9992404, December 2022.
    BibTeX TR2022-160 PDF
    • @inproceedings{Chakrabarty2022dec,
    • author = {Chakrabarty, Ankush},
    • title = {Few-Shot Closed-Loop Performance Optimization with Bayesian Meta-Learning},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2022,
    • month = dec,
    • doi = {10.1109/CDC51059.2022.9992404},
    • url = {https://www.merl.com/publications/TR2022-160}
    • }
  •  Greiff, M., Berntorp, K., "Distributed Kalman Filtering: When to Share Measurements", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC51059.2022.9993404, December 2022, pp. 5399-5404.
    BibTeX TR2022-158 PDF
    • @inproceedings{Greiff2022dec,
    • author = {Greiff, Marcus and Berntorp, Karl},
    • title = {Distributed Kalman Filtering: When to Share Measurements},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2022,
    • pages = {5399--5404},
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/CDC51059.2022.9993404},
    • issn = {2576-2370},
    • isbn = {978-1-6654-6761-2},
    • url = {https://www.merl.com/publications/TR2022-158}
    • }
  •  Paulson, J.A., Sorouifar, F., Chakrabarty, A., "Efficient Multi-Step Lookahead Bayesian Optimization with Local Search Constraints", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC51059.2022.9992943, December 2022.
    BibTeX TR2022-161 PDF
    • @inproceedings{Paulson2022dec,
    • author = {Paulson, Joel A. and Sorouifar, Farshud and Chakrabarty, Ankush},
    • title = {Efficient Multi-Step Lookahead Bayesian Optimization with Local Search Constraints},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2022,
    • month = dec,
    • doi = {10.1109/CDC51059.2022.9992943},
    • url = {https://www.merl.com/publications/TR2022-161}
    • }
  •  Raghunathan, A., Jha, D.K., Romeres, D., "Homogeneous Infeasible Interior Point Method for Convex Quadratic Programs", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC51059.2022.9992979, December 2022, pp. 7571-7578.
    BibTeX TR2022-157 PDF
    • @inproceedings{Raghunathan2022dec,
    • author = {Raghunathan, Arvind and Jha, Devesh K. and Romeres, Diego},
    • title = {Homogeneous Infeasible Interior Point Method for Convex Quadratic Programs},
    • booktitle = {IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico},
    • year = 2022,
    • pages = {7571--7578},
    • month = dec,
    • doi = {10.1109/CDC51059.2022.9992979},
    • url = {https://www.merl.com/publications/TR2022-157}
    • }