Publications

68 / 3,375 publications found.


  •  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}
    • }
  •  Liu, Bryan, Koike-Akino, Toshiaki, Wang, Ye, Kim, Kyeong Jin, Brand, Matthew E., Aeron, Shuchin, Parsons, Kieran, "Data Privacy and Protection on Deep Leakage from Gradients by Layer-Wise Pruning", Tech. Rep. TR2022-081, Mitsubishi Electric Research Laboratories, Cambridge, MA, August 2022.
    BibTeX TR2022-081 PDF
    • @techreport{MERL_TR2022-081,
    • author = {Liu, Bryan; Koike-Akino, Toshiaki; Wang, Ye; Kim, Kyeong Jin; Brand, Matthew E.; Aeron, Shuchin; Parsons, Kieran},
    • title = {Data Privacy and Protection on Deep Leakage from Gradients by Layer-Wise Pruning},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2022-081},
    • month = aug,
    • year = 2022,
    • url = {https://www.merl.com/publications/TR2022-081/}
    • }
  •  Kojima, K., Jung, M., Koike-Akino, T., Wang, Y., Brand, M.E., Parsons, K., "Deep Transfer Learning for Nanophotonic Device Design", Conference on Lasers and Electro-Optics (CLEO) Pasific Rim, July 2022.
    BibTeX TR2022-107 PDF
    • @inproceedings{Kojima2022jul,
    • author = {Kojima, Keisuke and Jung, Minwoo and Koike-Akino, Toshiaki and Wang, Ye and Brand, Matthew E. and Parsons, Kieran},
    • title = {Deep Transfer Learning for Nanophotonic Device Design},
    • booktitle = {Conference on Lasers and Electro-Optics (CLEO) Pasific Rim},
    • year = 2022,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2022-107}
    • }
  •  Liu, B., Koike-Akino, T., Wang, Y., Kim, K.J., Brand, M.E., Aeron, S., Parsons, K., "Data Privacy and Protection on Deep Leakage from Gradients by Layer-Wise Pruning", IEEE Information Theory and Applications Workshop (ITA), June 2022.
    BibTeX TR2022-080 PDF Presentation
    • @inproceedings{Liu2022jun,
    • author = {Liu, Bryan and Koike-Akino, Toshiaki and Wang, Ye and Kim, Kyeong Jin and Brand, Matthew E. and Aeron, Shuchin and Parsons, Kieran},
    • title = {Data Privacy and Protection on Deep Leakage from Gradients by Layer-Wise Pruning},
    • booktitle = {IEEE Information Theory and Applications Workshop (ITA)},
    • year = 2022,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2022-080}
    • }
  •  Zhu, D., Kojima, K., Koike-Akino, T., Brand, M.E., "Global Phase Correction Improves Metalens Efficiency", Conference on Lasers and Electro-Optics (CLEO), DOI: 10.1364/​CLEO_QELS.2022.FM1B.3, May 2022.
    BibTeX TR2022-049 PDF
    • @inproceedings{Zhu2022may,
    • author = {Zhu, Dayu and Kojima, Keisuke and Koike-Akino, Toshiaki and Brand, Matthew E.},
    • title = {Global Phase Correction Improves Metalens Efficiency},
    • booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
    • year = 2022,
    • month = may,
    • publisher = {Optica},
    • doi = {10.1364/CLEO_QELS.2022.FM1B.3},
    • isbn = {978-1-957171-05-0},
    • url = {https://www.merl.com/publications/TR2022-049}
    • }
  •  Jung, M., Kojima, K., Koike-Akino, T., Wang, Y., Zhu, D., Brand, M.E., "Finding the Right Deep Neural Network Model for Efficient Design of Tunable Nanophotonic Devices", Conference on Lasers and Electro-Optics (CLEO), DOI: 10.1364/​CLEO_SI.2022.SW5E.6, May 2022.
    BibTeX TR2022-047 PDF Video Presentation
    • @inproceedings{Jung2022may,
    • author = {Jung, Minwoo and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Zhu, Dayu and Brand, Matthew E.},
    • title = {Finding the Right Deep Neural Network Model for Efficient Design of Tunable Nanophotonic Devices},
    • booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
    • year = 2022,
    • month = may,
    • publisher = {Optica},
    • doi = {10.1364/CLEO_SI.2022.SW5E.6},
    • isbn = {978-1-957171-05-0},
    • url = {https://www.merl.com/publications/TR2022-047}
    • }
  •  Li, X., Kojima, K., Brand, M.E., "Predicting Long- and Variable-Distance Coupling Effects in Metasurface Optics", IEEE Photonics Conference (IPC), DOI: 10.1109/​IPC48725.2021.9593086, October 2021, pp. 1-2.
    BibTeX TR2021-140 PDF
    • @inproceedings{Li2021oct,
    • author = {Li, Xinhao and Kojima, Keisuke and Brand, Matthew E.},
    • title = {Predicting Long- and Variable-Distance Coupling Effects in Metasurface Optics},
    • booktitle = {IEEE Photonics Conference (IPC)},
    • year = 2021,
    • pages = {1--2},
    • month = oct,
    • doi = {10.1109/IPC48725.2021.9593086},
    • url = {https://www.merl.com/publications/TR2021-140}
    • }
  •  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}
    • }
  •  Brand, M.E., Birch, D.A., "Data-driven freeform irradiance tailoring", OSA Optical Design and Fabrication Congress, June 2019.
    BibTeX TR2019-043 PDF
    • @inproceedings{Brand2019jun,
    • author = {Brand, Matthew E. and Birch, Daniel A.},
    • title = {Data-driven freeform irradiance tailoring},
    • booktitle = {OSA Optical Design and Fabrication Congress},
    • year = 2019,
    • month = jun,
    • issn = {978-1-943580-60-6},
    • url = {https://www.merl.com/publications/TR2019-043}
    • }
  •  Brand, M.E., Birch, D.A., "Freeform irradiance tailoring for light fields", Optics Express, DOI: 10.1364/​OE.27.00A611, Vol. 27, No. 12, pp. A611-A619, May 2019.
    BibTeX TR2019-019 PDF
    • @article{Brand2019may,
    • author = {Brand, Matthew E. and Birch, Daniel A.},
    • title = {Freeform irradiance tailoring for light fields},
    • journal = {Optics Express},
    • year = 2019,
    • volume = 27,
    • number = 12,
    • pages = {A611--A619},
    • month = may,
    • doi = {10.1364/OE.27.00A611},
    • url = {https://www.merl.com/publications/TR2019-019}
    • }
  •  Brand, M.E., "Tri-tone freeforms", Laser Display and Lighting Conference, April 2018.
    BibTeX TR2018-043 PDF
    • @inproceedings{Brand2018apr,
    • author = {Brand, Matthew E.},
    • title = {Tri-tone freeforms},
    • booktitle = {Laser Display and Lighting Conference},
    • year = 2018,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2018-043}
    • }
  •  Ziming, Z., Brand, M.E., "Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks", Advances in Neural Information Processing Systems (NIPS), December 2017.
    BibTeX TR2017-140 PDF
    • @inproceedings{Ziming2017dec,
    • author = {Ziming, Zhang and Brand, Matthew E.},
    • title = {Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2017,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2017-140}
    • }
  •  Brand, M.E., Aksoylar, A., "Sharp images from freeform optics and extended light sources", OSA Frontiers in Optics, DOI: 10.1364/​FIO.2016.FW5H.2, October 2016.
    BibTeX TR2016-135 PDF
    • @inproceedings{Brand2016oct,
    • author = {Brand, Matthew E. and Aksoylar, Aydan},
    • title = {Sharp images from freeform optics and extended light sources},
    • booktitle = {OSA Frontiers in Optics},
    • year = 2016,
    • month = oct,
    • doi = {10.1364/FIO.2016.FW5H.2},
    • isbn = {978-1-943580-19-4},
    • url = {https://www.merl.com/publications/TR2016-135}
    • }
  •  Sullivan, A., Brand, M.E., "Rapid and accurate dose computation and optimization for IMPT", Particle Theory Co-Operative Group, May 2016.
    BibTeX TR2016-071 PDF
    • @inproceedings{Sullivan2016may,
    • author = {Sullivan, Alan and Brand, Matthew E.},
    • title = {Rapid and accurate dose computation and optimization for IMPT},
    • booktitle = {Particle Theory Co-Operative Group},
    • year = 2016,
    • month = may,
    • url = {https://www.merl.com/publications/TR2016-071}
    • }
  •  Di Cairano, S., Brand, M., "On a Multiplicative Update Dual Optimization Algorithm for Constrained Linear MPC", IEEE Conference on Decision and Control (CDC), December 2013.
    BibTeX TR2013-108 PDF Software
    • @inproceedings{DiCairano2013dec2,
    • author = {{Di Cairano}, S. and Brand, M.},
    • title = {On a Multiplicative Update Dual Optimization Algorithm for Constrained Linear MPC},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2013,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2013-108}
    • }
  •  Potluru, V.K., Le Roux, J., Pearlmutter, B.A., Hershey, J.R., Brand, M.E., "Coordinate Descent for Mixed-norm NMF", NIPS Workshop on Greedy Algorithms, Frank-Wolfe and Friends - A Modern Perspective, December 2013.
    BibTeX TR2013-130 PDF
    • @inproceedings{Potluru2013dec,
    • author = {Potluru, V.K. and {Le Roux}, J. and Pearlmutter, B.A. and Hershey, J.R. and Brand, M.E.},
    • title = {Coordinate Descent for Mixed-norm NMF},
    • booktitle = {NIPS Workshop on Greedy Algorithms, Frank-Wolfe and Friends - A Modern Perspective},
    • year = 2013,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2013-130}
    • }
  •  Ramalingam, S., Brand, M., "Lifting 3D Manhattan Lines from a Single Image", IEEE International Conference on Computer Vision (ICCV), December 2013.
    BibTeX TR2013-110 PDF
    • @inproceedings{Ramalingam2013dec,
    • author = {Ramalingam, S. and Brand, M.},
    • title = {Lifting 3D Manhattan Lines from a Single Image},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2013,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2013-110}
    • }
  •  Di Cairano, S., Brand, M., Bortoff, S.A., "Projection-free Parallel Quadratic Programming for Linear Model predictive Control", International Journal of Control, July 2013.
    BibTeX TR2013-059 PDF Software
    • @article{DiCairano2013jul,
    • author = {{Di Cairano}, S. and Brand, M. and Bortoff, S.A.},
    • title = {Projection-free Parallel Quadratic Programming for Linear Model predictive Control},
    • journal = {International Journal of Control},
    • year = 2013,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2013-059}
    • }
  •  Brand, M., Chen, D., "Parallel Quadratic Programming for Image Processing", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2011.6116089, September 2011, pp. 2261-2264.
    BibTeX TR2011-064 PDF Software
    • @inproceedings{Brand2011sep,
    • author = {Brand, M. and Chen, D.},
    • title = {Parallel Quadratic Programming for Image Processing},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2011,
    • pages = {2261--2264},
    • month = sep,
    • doi = {10.1109/ICIP.2011.6116089},
    • url = {https://www.merl.com/publications/TR2011-064}
    • }
  •  Tian, D., Vetro, A., Brand, M., "A Trellis-based Approach for Robust View Synthesis", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2011.6116623, September 2011, pp. 605-608.
    BibTeX TR2011-065 PDF
    • @inproceedings{Tian2011sep,
    • author = {Tian, D. and Vetro, A. and Brand, M.},
    • title = {A Trellis-based Approach for Robust View Synthesis},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2011,
    • pages = {605--608},
    • month = sep,
    • doi = {10.1109/ICIP.2011.6116623},
    • url = {https://www.merl.com/publications/TR2011-065}
    • }
  •  Brand, M., Shilpiekandula, V., Bortoff, S.A., "A Parallel Quadratic Programming Algorithm for Model Predictive Control", World Congress of the International Federation of Automatic Control (IFAC), August 2011, vol. 18.
    BibTeX TR2011-056 PDF Software
    • @inproceedings{Brand2011aug,
    • author = {Brand, M. and Shilpiekandula, V. and Bortoff, S.A.},
    • title = {A Parallel Quadratic Programming Algorithm for Model Predictive Control},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2011,
    • volume = 18,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2011-056}
    • }
  •  Ramalingam, S., Bouaziz, S., Sturm, P., Brand, M., "SKYLINE2GPS: Localization in Urban Canyons Using Omni-skylines", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), October 2010, pp. 3816-3823.
    BibTeX TR2010-097 PDF
    • @inproceedings{Ramalingam2010oct,
    • author = {Ramalingam, S. and Bouaziz, S. and Sturm, P. and Brand, M.},
    • title = {SKYLINE2GPS: Localization in Urban Canyons Using Omni-skylines},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2010,
    • pages = {3816--3823},
    • month = oct,
    • issn = {2153-0858},
    • url = {https://www.merl.com/publications/TR2010-097}
    • }
  •  Ramalingam, S., Bouaziz, S., Sturm, P., Brand, M.E., "Geolocalization using Skylines from Omni-Images", IEEE International Conference on Computer Vision Workshops (ICCV), DOI: 10.1109/​ICCVW.2009.5457723, September 2009, pp. 23-30.
    BibTeX TR2009-067 PDF
    • @inproceedings{Ramalingam2009sep,
    • author = {Ramalingam, S. and Bouaziz, S. and Sturm, P. and Brand, M.E.},
    • title = {Geolocalization using Skylines from Omni-Images},
    • booktitle = {IEEE International Conference on Computer Vision Workshops (ICCV)},
    • year = 2009,
    • pages = {23--30},
    • month = sep,
    • doi = {10.1109/ICCVW.2009.5457723},
    • url = {https://www.merl.com/publications/TR2009-067}
    • }
  •  Brand, M.E., "Image and Video Retargetting by Darting", International Conference on Image Analysis and Recognition (ICIAR), July 2009, vol. 5627, pp. 33-42.
    BibTeX TR2009-032 PDF
    • @inproceedings{Brand2009jul,
    • author = {Brand, M.E.},
    • title = {Image and Video Retargetting by Darting},
    • booktitle = {International Conference on Image Analysis and Recognition (ICIAR)},
    • year = 2009,
    • volume = 5627,
    • pages = {33--42},
    • month = jul,
    • isbn = {978 3 642 02610 2},
    • url = {https://www.merl.com/publications/TR2009-032}
    • }
  •  Brand, M., Maymounkov, P., Molisch, A.F., "Routing with Probabilistic Delay Guarantees in Wireless Ad-Hoc Networks", IEEE Global Telecommunications Conference (GLOBECOM), November 2008, pp. 1-6.
    BibTeX TR2008-077 PDF
    • @inproceedings{Brand2008nov1,
    • author = {Brand, M. and Maymounkov, P. and Molisch, A.F.},
    • title = {Routing with Probabilistic Delay Guarantees in Wireless Ad-Hoc Networks},
    • booktitle = {IEEE Global Telecommunications Conference (GLOBECOM)},
    • year = 2008,
    • pages = {1--6},
    • month = nov,
    • issn = {1930-529X},
    • url = {https://www.merl.com/publications/TR2008-077}
    • }