Publications

512 / 3,739 publications found.


  •  Koike-Akino, T., Jung, M., Chakrabarty, A., Wang, Y., Kojima, K., Brand, M., "Bayesian Optimization for Nested Adversarial Variational Autoencoder in Tunable Nanophotonic Device Design", Conference on Lasers and Electro-Optics (CLEO), DOI: 10.1364/​CLEO_FS.2023.FW4C.7, May 2023.
    BibTeX TR2023-036 PDF
    • @inproceedings{Koike-Akino2023may,
    • author = {Koike-Akino, Toshiaki and Jung, Minwoo and Chakrabarty, Ankush and Wang, Ye and Kojima, Keisuke and Brand, Matthew},
    • title = {Bayesian Optimization for Nested Adversarial Variational Autoencoder in Tunable Nanophotonic Device Design},
    • booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
    • year = 2023,
    • month = may,
    • doi = {10.1364/CLEO_FS.2023.FW4C.7},
    • url = {https://www.merl.com/publications/TR2023-036}
    • }
  •  Berk, A., Ma, Y., Boufounos, P.T., Wang, P., Mansour, H., "Deep Proximal Gradient Method for Learned Convex Regularizers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10094632, May 2023, pp. 1-5.
    BibTeX TR2023-032 PDF Video
    • @inproceedings{Berk2023may,
    • author = {Berk, Aaron and Ma, Yanting and Boufounos, Petros T. and Wang, Pu and Mansour, Hassan},
    • title = {Deep Proximal Gradient Method for Learned Convex Regularizers},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2023,
    • pages = {1--5},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP49357.2023.10094632},
    • isbn = {978-1-7281-6327-7},
    • url = {https://www.merl.com/publications/TR2023-032}
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., "Soft 2D-to-3D Delivery Using Deep Graph Neural Networks for Holographic-Type Communication", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095882, May 2023.
    BibTeX TR2023-031 PDF
    • @inproceedings{Fujihashi2023may,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
    • title = {Soft 2D-to-3D Delivery Using Deep Graph Neural Networks for Holographic-Type Communication},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2023,
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP49357.2023.10095882},
    • isbn = {978-1-7281-6327-7},
    • url = {https://www.merl.com/publications/TR2023-031}
    • }
  •  Jin, S., Wang, P., Boufounos, P.T., Takahashi, R., Roy, S., "Spatial-Domain Object Detection Under MIMO-FMCW Automotive Radar Interference", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095409, May 2023, pp. 1-5.
    BibTeX TR2023-027 PDF
    • @inproceedings{Jin2023may,
    • author = {Jin, Sian and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei and Roy, Sumit},
    • title = {Spatial-Domain Object Detection Under MIMO-FMCW Automotive Radar Interference},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2023,
    • pages = {1--5},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP49357.2023.10095409},
    • isbn = {978-1-7281-6327-7},
    • url = {https://www.merl.com/publications/TR2023-027}
    • }
  •  Kelkar, V.A., Liu, D., Inoue, H., Kanemaru, M., "Sparsity-driven Joint Blind Deconvolution-demodulation with Application to Motor Fault Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10094590, May 2023.
    BibTeX TR2023-026 PDF
    • @inproceedings{Kelkar2023may,
    • author = {Kelkar, Varun A. and Liu, Dehong and Inoue, Hiroshi and Kanemaru, Makoto},
    • title = {Sparsity-driven Joint Blind Deconvolution-demodulation with Application to Motor Fault Detection},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2023,
    • month = may,
    • doi = {10.1109/ICASSP49357.2023.10094590},
    • isbn = {978-1-7281-6328-4},
    • url = {https://www.merl.com/publications/TR2023-026}
    • }
  •  Ulvog, A., Rapp, J., Koike-Akino, T., Mansour, H., Boufounos, P.T., Parsons, K., "Phase Unwrapping in Correlated Noise for FMCW LIDAR Depth Estimation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095456, May 2023, pp. 1-5.
    BibTeX TR2023-028 PDF Video Presentation
    • @inproceedings{Ulvog2023may,
    • author = {Ulvog, Alfred and Rapp, Joshua and Koike-Akino, Toshiaki and Mansour, Hassan and Boufounos, Petros T. and Parsons, Kieran},
    • title = {Phase Unwrapping in Correlated Noise for FMCW LIDAR Depth Estimation},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2023,
    • pages = {1--5},
    • month = may,
    • doi = {10.1109/ICASSP49357.2023.10095456},
    • isbn = {978-1-7281-6327-7},
    • url = {https://www.merl.com/publications/TR2023-028}
    • }
  •  Vaca-Rubio, C., Wang, P., Koike-Akino, T., Wang, Y., Boufounos, P.T., Popovski, P., "mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10096474, May 2023, pp. 1-5.
    BibTeX TR2023-033 PDF Video
    • @inproceedings{Vaca-Rubio2023may,
    • author = {Vaca-Rubio, Cristian and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Boufounos, Petros T. and Popovski, Petar},
    • title = {mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2023,
    • pages = {1--5},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP49357.2023.10096474},
    • isbn = {978-1-7281-6327-7},
    • url = {https://www.merl.com/publications/TR2023-033}
    • }
  •  Zhao, Q., Ma, Y., Boufounos, P.T., Nabi, S., Mansour, H., "Deep Born Operator Learning for Reflection Tomographic Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095494, May 2023, pp. 1-5.
    BibTeX TR2023-029 PDF Video
    • @inproceedings{Zhao2023may,
    • author = {Zhao, Qingqing and Ma, Yanting and Boufounos, Petros T. and Nabi, Saleh and Mansour, Hassan},
    • title = {Deep Born Operator Learning for Reflection Tomographic Imaging},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2023,
    • pages = {1--5},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP49357.2023.10095494},
    • url = {https://www.merl.com/publications/TR2023-029}
    • }
  •  Menner, M., Berntorp, K., Di Cairano, S., "Automated Controller Calibration by Kalman Filtering", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2023.3254213, Vol. 31, No. 6, pp. 2350-2364, April 2023.
    BibTeX TR2023-022 PDF
    • @article{Menner2023apr,
    • author = {Menner, Marcel and Berntorp, Karl and Di Cairano, Stefano},
    • title = {Automated Controller Calibration by Kalman Filtering},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2023,
    • volume = 31,
    • number = 6,
    • pages = {2350--2364},
    • month = apr,
    • doi = {10.1109/TCST.2023.3254213},
    • url = {https://www.merl.com/publications/TR2023-022}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Singla, V., Aeron, S., Koike-Akino, T., Parsons, K., Brand, M., Wang, Y., "Learning with noisy labels using low-dimensional model trajectory", NeurIPS 2022 Workshop on Distribution Shifts (DistShift), December 2022.
    BibTeX TR2022-156 PDF
    • @inproceedings{Singla2022dec,
    • author = {Singla, Vasu and Aeron, Shuchin and Koike-Akino, Toshiaki and Parsons, Kieran and Brand, Matthew and Wang, Ye},
    • title = {Learning with noisy labels using low-dimensional model trajectory},
    • booktitle = {NeurIPS 2022 Workshop on Distribution Shifts: Connecting Methods and Applications},
    • year = 2022,
    • month = dec,
    • publisher = {OpenReview},
    • url = {https://www.merl.com/publications/TR2022-156}
    • }
  •  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), DOI: 10.1109/​AVSS56176.2022.9959354, November 2022, pp. 1-8.
    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,
    • pages = {1--8},
    • month = nov,
    • doi = {10.1109/AVSS56176.2022.9959354},
    • isbn = {978-1-6654-6382-9},
    • 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", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.1109/​ICEMS56177.2022.9983454, November 2022.
    BibTeX TR2022-150 PDF
    • @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 = {International Conference on Electrical Machines and Systems (ICEMS) 2022},
    • year = 2022,
    • month = nov,
    • publisher = {IEEE},
    • doi = {10.1109/ICEMS56177.2022.9983454},
    • issn = {2642-5513},
    • isbn = {978-1-6654-9302-4},
    • url = {https://www.merl.com/publications/TR2022-150}
    • }
  •  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}
    • }
  •  Yu, X., Smedemark-Margulies, N., Aeron, S., Koike-Akino, T., Moulin, P., Brand, M., Parsons, K., Wang, Y., "Improving Adversarial Robustness by Learning Shared Information", Pattern Recognition, DOI: 10.1016/​j.patcog.2022.109054, Vol. 134, pp. 109054, 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 and Parsons, Kieran and Wang, Ye},
    • title = {Improving Adversarial Robustness by Learning Shared Information},
    • journal = {Pattern Recognition},
    • year = 2022,
    • volume = 134,
    • pages = 109054,
    • month = nov,
    • doi = {10.1016/j.patcog.2022.109054},
    • issn = {0031-3203},
    • url = {https://www.merl.com/publications/TR2022-141}
    • }
  •  Xia, H., Wang, P., Ding, Z., "Incomplete Multi-view Domain Adaptation via Channel Enhancement and Knowledge Transfer", European Conference on Computer Vision (ECCV), DOI: 10.1007/​978-3-031-19830-4_12, October 2022.
    BibTeX TR2022-134 PDF
    • @inproceedings{Xia2022oct,
    • author = {{Xia, Haifeng and Wang, Pu and Ding, Zhengming}},
    • title = {Incomplete Multi-view Domain Adaptation via Channel Enhancement and Knowledge Transfer},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2022,
    • month = oct,
    • doi = {10.1007/978-3-031-19830-4_12},
    • isbn = {978-3-031-19830-4},
    • url = {https://www.merl.com/publications/TR2022-134}
    • }
  •  Mansour, H., Lohit, S., Boufounos, P.T., "Distributed Radar Autofocus Imaging Using Deep Priors", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP46576.2022.9897332, October 2022, pp. 2511-2515.
    BibTeX TR2022-129 PDF Video
    • @inproceedings{Mansour2022oct,
    • author = {{Mansour, Hassan and Lohit, Suhas and Boufounos, Petros T.}},
    • title = {Distributed Radar Autofocus Imaging Using Deep Priors},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2022,
    • pages = {2511--2515},
    • month = oct,
    • doi = {10.1109/ICIP46576.2022.9897332},
    • url = {https://www.merl.com/publications/TR2022-129}
    • }
  •  Zheng, X., Liu, D., Inoue, H., Kanemaru, M., "Eccentricity Severity Estimation of Induction Machines using a Sparsity-Driven Regression Model", The Fourteenth Annual Energy Conversion Congress and Exposition, DOI: 10.1109/​ECCE50734.2022.9947498, October 2022.
    BibTeX TR2022-126 PDF
    • @inproceedings{Zheng2022oct,
    • author = {Zheng, Xiangtian and Liu, Dehong and Inoue, Hiroshi and Kanemaru, Makoto},
    • title = {Eccentricity Severity Estimation of Induction Machines using a Sparsity-Driven Regression Model},
    • booktitle = {The Fourteenth Annual Energy Conversion Congress and Exposition},
    • year = 2022,
    • month = oct,
    • publisher = {IEEE},
    • doi = {10.1109/ECCE50734.2022.9947498},
    • issn = {2329-3748},
    • isbn = {978-1-7281-9387-8},
    • url = {https://www.merl.com/publications/TR2022-126}
    • }
  •  Koike-Akino, T., Wang, Y., "quEEGNet: Quantum AI for Biosignal Processing", IEEE Conference on Biomedical and Health Informatics (BHI), DOI: 10.1109/​BHI56158.2022.9926814, September 2022.
    BibTeX TR2022-121 PDF Video Presentation
    • @inproceedings{Koike-Akino2022sep,
    • author = {Koike-Akino, Toshiaki and Wang, Ye},
    • title = {quEEGNet: Quantum AI for Biosignal Processing},
    • booktitle = {IEEE Conference on Biomedical and Health Informatics (BHI)},
    • year = 2022,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/BHI56158.2022.9926814},
    • issn = {2641-3604},
    • isbn = {978-1-6654-8791-7},
    • url = {https://www.merl.com/publications/TR2022-121}
    • }
  •  Wang, S., Guo, J., Wang, P., Parsons, K., Orlik, P.V., Nagai, Y., Sumi, T., Pathak, P., ,, "X-Disco: Cross-technology Neighbor Discovery", IEEE International Conference on Sensing, Communication, and Networking, September 2022.
    BibTeX TR2022-119 PDF
    • @inproceedings{Wang2022sep2,
    • author = {Wang, Shuai and Guo, Jianlin and Wang, Pu and Parsons, Kieran and Orlik, Philip V. and Nagai, Yukimasa and Sumi, Takenori and Pathak, Parth and},
    • title = {X-Disco: Cross-technology Neighbor Discovery},
    • booktitle = {IEEE International Conference on Sensing, Communication, and Networking},
    • year = 2022,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2022-119}
    • }
  •  Rapp, J., Mansour, H., Boufounos, P.T., Orlik, P.V., Koike-Akino, T., Parsons, K., "Maximum Likelihood Surface Profilometry via Optical Coherence Tomography", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP46576.2022.9897247, September 2022, pp. 1561-1565.
    BibTeX TR2022-117 PDF Video
    • @inproceedings{Rapp2022sep,
    • author = {Rapp, Joshua and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V. and Koike-Akino, Toshiaki and Parsons, Kieran},
    • title = {Maximum Likelihood Surface Profilometry via Optical Coherence Tomography},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2022,
    • pages = {1561--1565},
    • month = sep,
    • doi = {10.1109/ICIP46576.2022.9897247},
    • issn = {2381-8549},
    • isbn = {978-1-6654-9620-9},
    • url = {https://www.merl.com/publications/TR2022-117}
    • }
  •  Zawislak, R., Greiff, M., Kim, K.J., Berntorp, K., Di Cairano, S., Mao, K., Parsons, K., Orlik, P.V., Sato, Y., "GNSS Multipath Detection Aided by Unsupervised Domain Adaptation", ION-GNSS+ Conference, DOI: 10.33012/​2022.18333, September 2022, pp. 2127-2137.
    BibTeX TR2022-118 PDF
    • @inproceedings{Zawislak2022sep,
    • author = {Zawislak, Remy and Greiff, Marcus and Kim, Kyeong Jin and Berntorp, Karl and Di Cairano, Stefano and Mao, Konishi and Parsons, Kieran and Orlik, Philip V. and Sato, Yuki},
    • title = {GNSS Multipath Detection Aided by Unsupervised Domain Adaptation},
    • booktitle = {ION-GNSS+ Conference},
    • year = 2022,
    • pages = {2127--2137},
    • month = sep,
    • publisher = {Institute of Navigation},
    • doi = {10.33012/2022.18333},
    • url = {https://www.merl.com/publications/TR2022-118}
    • }
  •  Mansour, H., Boufounos, P.T., "Temporal Super-resolution for Wire Position Estimation in Electric Discharge Machines," Tech. Rep. TR2022-124, Mitsubishi Electric Research Laboratories, September 2022.
    BibTeX TR2022-124 PDF
    • @techreport{Mansour2022sep,
    • author = {Mansour, Hassan and Boufounos, Petros T.},
    • title = {Temporal Super-resolution for Wire Position Estimation in Electric Discharge Machines},
    • institution = {Mitsubishi Electric Research Laboratories},
    • year = 2022,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2022-124}
    • }
  •  Koike-Akino, T., Wang, P., Yamashita, G., Tsujita, W., Nakajima, M., "Quantum Feature Extraction for THz Multi-Layer Imaging", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/​IRMMW-THz50927.2022.9896037, August 2022.
    BibTeX TR2022-110 PDF Video Presentation
    • @inproceedings{Koike-Akino2022aug,
    • author = {Koike-Akino, Toshiaki and Wang, Pu and Yamashita, Genki and Tsujita, Wataru and Nakajima, M.},
    • title = {Quantum Feature Extraction for THz Multi-Layer Imaging},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2022,
    • month = aug,
    • publisher = {IEEE},
    • doi = {10.1109/IRMMW-THz50927.2022.9896037},
    • issn = {2162-2035},
    • isbn = {978-1-7281-9427-1},
    • url = {https://www.merl.com/publications/TR2022-110}
    • }