Publications

3,085 major publications by members of the MERL staff.


  •  Kojima, K., Koike-Akino, T., "ニューラルネットワークを⽤いたナノ光素⼦設計", OplusE, No. 475, September 2020.
    BibTeX OplusE
    • @article{Kojima2020sep2,
    • author = {Kojima, Keisuke and Koike-Akino, Toshiaki},
    • title = {ニューラルネットワークを⽤いたナノ光素⼦設計},
    • journal = {OplusE},
    • year = 2020,
    • number = 475,
    • month = sep,
    • url = {https://www.adcom-media.co.jp/bn/2020/09/25/35087/}
    • }
  •  Seetharaman, P., Wichern, G., Pardo, B., Le Roux, J., "Autoclip: Adaptive Gradient Clipping For Source Separation Networks", IEEE International Workshop on Machine Learning for Signal Processing (MLSP), DOI: https:/​/​doi.org/​10.1109/​MLSP49062.2020.9231926, September 2020.
    BibTeX TR2020-132 PDF
    • @inproceedings{Seetharaman2020sep,
    • author = {Seetharaman, Prem and Wichern, Gordon and Pardo, Bryan and Le Roux, Jonathan},
    • title = {Autoclip: Adaptive Gradient Clipping For Source Separation Networks},
    • booktitle = {IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
    • year = 2020,
    • month = sep,
    • publisher = {IEEE},
    • doi = {https://doi.org/10.1109/MLSP49062.2020.9231926},
    • url = {https://www.merl.com/publications/TR2020-132}
    • }
  •  Gao, P., Hori, C., Geng, S., Hori, T., Le Roux, J., "Multi-Pass Transformer for Machine Translation", arXiv, September 2020.
    BibTeX arXiv
    • @article{Gao2020sep,
    • author = {Gao, Peng and Hori, Chiori and Geng, Shijie and Hori, Takaaki and Le Roux, Jonathan},
    • title = {Multi-Pass Transformer for Machine Translation},
    • journal = {arXiv},
    • year = 2020,
    • month = sep,
    • url = {http://arxiv.org/abs/2009.11382}
    • }
  •  Xia, Y., Wang, P., Berntorp, K., Boufounos, P.T., Orlik, P.V., Svensson, L., Granstrom, K., "Extended Object Tracking with Automotive Radar Using Learned Structural Measurement Model", IEEE Radar Conference (RadarCon), DOI: 10.1109/​RadarConf2043947.2020.9266598, September 2020, pp. 1-6.
    BibTeX TR2020-131 PDF
    • @inproceedings{Xia2020sep,
    • author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Boufounos, Petros T. and Orlik, Philip V. and Svensson, Lennart and Granstrom, Karl},
    • title = {Extended Object Tracking with Automotive Radar Using Learned Structural Measurement Model},
    • booktitle = {IEEE Radar Conference (RadarCon)},
    • year = 2020,
    • pages = {1--6},
    • month = sep,
    • doi = {10.1109/RadarConf2043947.2020.9266598},
    • issn = {2375-5318},
    • isbn = {978-1-7281-8943-7},
    • url = {https://www.merl.com/publications/TR2020-131}
    • }
  •  Kalabic, U., Chiu, M., "Cap-and-trade scheme for ridesharing", Intelligent Transportation Systems Conference, DOI: 10.1109/​ITSC45102.2020.9294268, September 2020, pp. 3182-3187.
    BibTeX TR2020-129 PDF
    • @inproceedings{Kalabic2020sep,
    • author = {Kalabic, Uros and Chiu, Michael},
    • title = {Cap-and-trade scheme for ridesharing},
    • booktitle = {Intelligent Transportation Systems Conference},
    • year = 2020,
    • pages = {3182--3187},
    • month = sep,
    • doi = {10.1109/ITSC45102.2020.9294268},
    • url = {https://www.merl.com/publications/TR2020-129}
    • }
  •  Kojima, K., Tang, Y., Koike-Akino, T., Wang, Y., Jha, D., Parsons, K., TaherSima, M., Sang, F., Klamkin, J., Qi, M., "Inverse Design of Nanophotonic Devices using Deep Neural Networks", Asia Communications and Photonics Conference (ACP), September 2020, pp. Su1A.1.
    BibTeX TR2020-130 PDF Video
    • @inproceedings{Kojima2020sep,
    • author = {Kojima, Keisuke and Tang, Yingheng and Koike-Akino, Toshiaki and Wang, Ye and Jha, Devesh and Parsons, Kieran and TaherSima, Mohammad and Sang, Fengqiao and Klamkin, Jonathan and Qi, Minghao},
    • title = {Inverse Design of Nanophotonic Devices using Deep Neural Networks},
    • booktitle = {Asia Communications and Photonics Conference (ACP)},
    • year = 2020,
    • pages = {Su1A.1},
    • month = sep,
    • publisher = {Optical Society of America},
    • isbn = {978-1-943580-82-8},
    • url = {https://www.merl.com/publications/TR2020-130}
    • }
  •  Ioannidis, V.N., Chen, S., Giannakis, G.B., "Efficient and Stable Graph Scattering Transforms via Pruning", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/​TPAMI.2020.3025258, September 2020.
    BibTeX TR2021-018 PDF
    • @article{Ioannidis2021mar,
    • author = {Ioannidis, Vassilis N. and Chen, Siheng and Giannakis, Georgios B.},
    • title = {Efficient and Stable Graph Scattering Transforms via Pruning},
    • journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    • year = 2020,
    • month = sep,
    • doi = {10.1109/TPAMI.2020.3025258},
    • url = {https://www.merl.com/publications/TR2021-018}
    • }
  •  Han, M., Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction", IEEE Signal Processing Letters, DOI: 10.1109/​LSP.2020.3020215, Vol. 27, pp. 1565-1569, September 2020.
    BibTeX TR2020-128 PDF
    • @article{Han2020sep,
    • author = {Han, Mo and Ozdenizci, Ozan and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
    • title = {Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction},
    • journal = {IEEE Signal Processing Letters},
    • year = 2020,
    • volume = 27,
    • pages = {1565--1569},
    • month = sep,
    • doi = {10.1109/LSP.2020.3020215},
    • issn = {1558-2361},
    • url = {https://www.merl.com/publications/TR2020-128}
    • }
  •  Komatsuszaki, Y., Ma, R., Sakata, S., Nakatani, K., Shinjo, S., "A Dual-Mode Bias Circuit Enabled GaN Doherty Amplifier Operating in 0.85-2.05GHz and 2.4-4.2GHz", IEICE Society Conference, September 2020.
    BibTeX IEICE Society Conference 2020
    • @inproceedings{Komatsuszaki2020sep,
    • author = {Komatsuszaki, Yuji and Ma, Rui and Sakata, Shuichi and Nakatani, Keigo and Shinjo, Shintaro},
    • title = {A Dual-Mode Bias Circuit Enabled GaN Doherty Amplifier Operating in 0.85-2.05GHz and 2.4-4.2GHz},
    • booktitle = {IEICE Society Conference},
    • year = 2020,
    • month = sep,
    • url = {https://www.ieice-taikai.jp/2020society/en/index.html}
    • }
  •  Guo, J., Nagai, Y., Sumi, T., Orlik, P.V., Yamauchi, T., "Hybrid CSMA/CA for Sub-1 GHz Frequency Band Coexistence of IEEE 802.11ah and IEEE 802.15.4g", International Workshop on Informatics (IWIN), September 2020.
    BibTeX TR2020-127 PDF
    • @inproceedings{Guo2020sep,
    • author = {Guo, Jianlin and Nagai, Yukimasa and Sumi, Takenori and Orlik, Philip V. and Yamauchi, Takahisa},
    • title = {Hybrid CSMA/CA for Sub-1 GHz Frequency Band Coexistence of IEEE 802.11ah and IEEE 802.15.4g},
    • booktitle = {International Workshop on Informatics (IWIN)},
    • year = 2020,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2020-127}
    • }
  •  Mahmud, J., Singh, R.V., Akiva, P., Kundu, S., Kuan-Chuan, P., Frahm, J.-M., "ViewSynth: Learning Local Features from Depth Using View Synthesis", British Machine Vision Conference (BMVC), Campbell, N., Aodha, O. M., Smith, W., Agapito, L., Fergie, M., and Yap, M. H., Eds., September 2020.
    BibTeX External
    • @inproceedings{Mahmud2020sep,
    • author = {Mahmud, Jisan and Singh, Rajat V. and Akiva, Peri and Kundu, Spondon and Kuan-Chuan, Peng and Frahm, Jan-Michael},
    • title = {ViewSynth: Learning Local Features from Depth Using View Synthesis},
    • booktitle = {British Machine Vision Conference (BMVC)},
    • year = 2020,
    • editor = {Campbell, N., Aodha, O. M., Smith, W., Agapito, L., Fergie, M., and Yap, M. H.},
    • month = sep,
    • publisher = {BMVA Press},
    • url = {https://www.bmvc2020-conference.com/assets/papers/0009.pdf}
    • }
  •  Pishdadian, F., Wichern, G., Le Roux, J., "Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision", IEEE/ACM Transactions on Audio, Speech, and Language Processing, DOI: 10.1109/​TASLP.2020.3013105, Vol. 28, pp. 2386-2399, September 2020.
    BibTeX TR2020-126 PDF
    • @article{Pishdadian2020sep,
    • author = {Pishdadian, Fatemeh and Wichern, Gordon and Le Roux, Jonathan},
    • title = {Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision},
    • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
    • year = 2020,
    • volume = 28,
    • pages = {2386--2399},
    • month = sep,
    • doi = {10.1109/TASLP.2020.3013105},
    • url = {https://www.merl.com/publications/TR2020-126}
    • }
  •  Greiff, M., Robertsson, A., Berntorp, K., "MSE-optimal measurement dimension reduction in Gaussian filtering*", Conference on Control Technology and Applications (CCTA), DOI: 10.1109/​CCTA41146.2020.9206162, August 2020.
    BibTeX TR2020-124 PDF
    • @inproceedings{Greiff2020aug,
    • author = {Greiff, Marcus and Robertsson, Anders and Berntorp, Karl},
    • title = {MSE-optimal measurement dimension reduction in Gaussian filtering*},
    • booktitle = {Conference on Control Technology and Applications (CCTA)},
    • year = 2020,
    • month = aug,
    • doi = {10.1109/CCTA41146.2020.9206162},
    • isbn = {978-1-7281-7141-8},
    • url = {https://www.merl.com/publications/TR2020-124}
    • }
  •  Chakrabarty, A., Danielson, C., Wang, Y., "Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems", IEEE Conference on Control Technology and Applications, DOI: 10.1109/​CCTA41146.2020.9206315, August 2020, pp. 352-357.
    BibTeX TR2020-116 PDF
    • @inproceedings{Chakrabarty2020aug,
    • author = {Chakrabarty, Ankush and Danielson, Claus and Wang, Yebin},
    • title = {Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems},
    • booktitle = {IEEE Conference on Control Technology and Applications},
    • year = 2020,
    • pages = {352--357},
    • month = aug,
    • publisher = {IEEE},
    • doi = {10.1109/CCTA41146.2020.9206315},
    • url = {https://www.merl.com/publications/TR2020-116}
    • }
  •  Wang, Y., Satake, A., Furutani, S., Sano, S., "Stable Adaptive Estimation for Speed-sensorless Induction Motor Drives: A Geometric Approach", International Conference on Electrical Machines (ICEM), DOI: 10.1109/​ICEM49940.2020.9270926, August 2020, pp. 1232-1238.
    BibTeX TR2020-122 PDF
    • @inproceedings{Wang2020aug,
    • author = {Wang, Yebin and Satake, Akira and Furutani, Shinichi and Sano, Sota},
    • title = {Stable Adaptive Estimation for Speed-sensorless Induction Motor Drives: A Geometric Approach},
    • booktitle = {International Conference on Electrical Machines (ICEM)},
    • year = 2020,
    • pages = {1232--1238},
    • month = aug,
    • publisher = {IEEE},
    • doi = {10.1109/ICEM49940.2020.9270926},
    • url = {https://www.merl.com/publications/TR2020-122}
    • }
  •  Zhou, L., Wang, Y., "Improve Speed Estimation for Speed-Sensorless Induction Machines: A Variable Adaptation Gain and Feedforward Approach", International Conference on Electrical Machines (ICEM), DOI: 10.1109/​ICEM49940.2020.9270821, August 2020, pp. 1150-1156.
    BibTeX TR2020-123 PDF
    • @inproceedings{Zhou2020aug,
    • author = {Zhou, Lei and Wang, Yebin},
    • title = {Improve Speed Estimation for Speed-Sensorless Induction Machines: A Variable Adaptation Gain and Feedforward Approach},
    • booktitle = {International Conference on Electrical Machines (ICEM)},
    • year = 2020,
    • pages = {1150--1156},
    • month = aug,
    • publisher = {IEEE},
    • doi = {10.1109/ICEM49940.2020.9270821},
    • url = {https://www.merl.com/publications/TR2020-123}
    • }
  •  Venkataramanan, S., Kuan-Chuan, P., Singh, R.V., Mahalanobis, A., "Attention Guided Anomaly Localization in Images", European Conference on Computer Vision (ECCV), Vedaldi, A., Bischof, H., Brox, T., and Frahm J.-M., Eds., DOI: 10.1007/​978-3-030-58520-4_29, August 2020, pp. 485-503.
    BibTeX Spinger Link
    • @inproceedings{Venkataramanan2020aug,
    • author = {Venkataramanan, Shashanka and Kuan-Chuan, Peng and Singh, Rajat, V. and Mahalanobis, Abhijit},
    • title = {Attention Guided Anomaly Localization in Images},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2020,
    • editor = {Vedaldi, A., Bischof, H., Brox, T., and Frahm J.-M.},
    • pages = {485--503},
    • month = aug,
    • publisher = {Springer, Cham},
    • doi = {10.1007/978-3-030-58520-4_29},
    • isbn = {978-3-030-58519-8},
    • url = {https://link.springer.com/chapter/10.1007/978-3-030-58520-4_29}
    • }
  •  Venkataramanan, S., Kuan-Chuan, P., Singh, R.V., Mahalanobis, A., "Attention Guided Anomaly Localization in Images", European Conference on Computer Vision (ECCV), Vedaldi, A., Bischof, H., Brox, T., and Frahm J.-M., Eds., DOI: 10.1007/​978-3-030-58520-4_29, August 2020, pp. 485-503.
    BibTeX Spinger Link
    • @inproceedings{Venkataramanan2020aug2,
    • author = {Venkataramanan, Shashanka and Kuan-Chuan, Peng and Singh, Rajat, V. and Mahalanobis, Abhijit},
    • title = {Attention Guided Anomaly Localization in Images},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2020,
    • editor = {Vedaldi, A., Bischof, H., Brox, T., and Frahm J.-M.},
    • pages = {485--503},
    • month = aug,
    • publisher = {Springer, Cham},
    • doi = {10.1007/978-3-030-58520-4_29},
    • isbn = {978-3-030-58519-8},
    • url = {https://link.springer.com/chapter/10.1007/978-3-030-58520-4_29}
    • }
  •  Cherian, A., Chatterjee, M., Ahuja, N., "Sound2Sight: Generating Visual Dynamics from Sound and Context", European Conference on Computer Vision (ECCV), Vedaldi, A., Bischof, H., Brox, Th., Frahm, J.-M., Eds., August 2020.
    BibTeX TR2020-121 PDF Software
    • @inproceedings{Cherian2020aug,
    • author = {Cherian, Anoop and Chatterjee, Moitreya and Ahuja, Narendra},
    • title = {Sound2Sight: Generating Visual Dynamics from Sound and Context},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2020,
    • editor = {Vedaldi, A., Bischof, H., Brox, Th., Frahm, J.-M.},
    • month = aug,
    • publisher = {Springer},
    • url = {https://www.merl.com/publications/TR2020-121}
    • }
  •  Hu, W., Pang, J., Liu, X., Tian, D., Lin, C.-W., Vetro, A., "Graph Signal Processing for Geometric Data and Beyond: Theory and Applications", arXiv, August 2020.
    BibTeX arXiv
    • @article{Hu2020aug,
    • author = {Hu, Wei and Pang, Jiahao and Liu, Xianming and Tian, Dong and Lin, Chia-Wen and Vetro, Anthony},
    • title = {Graph Signal Processing for Geometric Data and Beyond: Theory and Applications},
    • journal = {arXiv},
    • year = 2020,
    • month = aug,
    • url = {https://arxiv.org/abs/2008.01918}
    • }
  •  Samad, T., Di Cairano, S., Fagiano, L., Odgaard, P., Rhinehart, R., Bortoff, S.A., "Industry Engagement with Control Research: Perspective and Messages", Annual Reviews In Control, Vol. 49, pp. 1-14, August 2020.
    BibTeX TR2020-119 PDF
    • @article{Samad2020aug,
    • author = {Samad, Tariq and Di Cairano, Stefano and Fagiano, Lorenzo and Odgaard, Peter and Rhinehart, Russel and Bortoff, Scott A.},
    • title = {Industry Engagement with Control Research: Perspective and Messages},
    • journal = {Annual Reviews In Control},
    • year = 2020,
    • volume = 49,
    • pages = {1--14},
    • month = aug,
    • url = {https://www.merl.com/publications/TR2020-119}
    • }
  •  Birch, D.A., Brand, M.E., "Design of freeforms to uniformly illuminate polygonal targets from extended sources via edge ray mapping", Applied Optics, DOI: 10.1364/​AO.392193, Vol. 59, No. 22, pp. 6490-6496, August 2020.
    BibTeX TR2020-183 PDF
    • @article{Birch2020aug,
    • author = {Birch, Daniel A. and Brand, Matthew E.},
    • title = {Design of freeforms to uniformly illuminate polygonal targets from extended sources via edge ray mapping},
    • journal = {Applied Optics},
    • year = 2020,
    • volume = 59,
    • number = 22,
    • pages = {6490--6496},
    • month = aug,
    • doi = {10.1364/AO.392193},
    • url = {https://www.merl.com/publications/TR2020-183}
    • }
  •  Romero, O., Benosman, M., "Robust Time-Varying Continuous-Time Optimization with Pre-Defined Finite-Time Stability", World Congress of the International Federation of Automatic Control (IFAC), August 2020.
    BibTeX TR2020-120 PDF
    • @inproceedings{Romero2020aug,
    • author = {Romero, Orlando and Benosman, Mouhacine},
    • title = {Robust Time-Varying Continuous-Time Optimization with Pre-Defined Finite-Time Stability},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2020,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2020-120}
    • }
  •  Guay, M., Benosman, M., "Finite-time extremum seeking control for a class of unknown static maps", International journal of adaptive control and signal processing, July 2020.
    BibTeX TR2020-117 PDF
    • @article{Guay2020jul,
    • author = {Guay, Martin and Benosman, Mouhacine},
    • title = {Finite-time extremum seeking control for a class of unknown static maps},
    • journal = {International journal of adaptive control and signal processing},
    • year = 2020,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2020-117}
    • }
  •  Steeves, D., Camacho-Solorio, L., Benosman, M., Krstic, M., "Prescribed–time tracking for triangular systems of reaction–diffusion PDEs", World Congress of the International Federation of Automatic Control (IFAC), July 2020.
    BibTeX TR2020-118 PDF
    • @inproceedings{Steeves2020jul,
    • author = {Steeves, Drew and Camacho-Solorio, Leobardo and Benosman, Mouhacine and Krstic, Miroslav},
    • title = {Prescribed–time tracking for triangular systems of reaction–diffusion PDEs},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2020,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2020-118}
    • }