Publications

9 / 422 publications found.


  •  Chen, X., Liu, J., Wang, Y., Wang, P., Brand, M., Wang, G., Koike-Akino, T., "SuperLoRA: Parameter-Efficient Unified Adaptation of Large Foundation Models", British Machine Vision Conference (BMVC), November 2024.
    BibTeX External Presentation
    • @inproceedings{Chen2024nov,
    • author = {Chen, Xiangyu and Liu, Jing and Wang, Ye and Wang, Pu and Brand, Matthew and Wang, Guanghui and Koike-Akino, Toshiaki},
    • title = {{SuperLoRA: Parameter-Efficient Unified Adaptation of Large Foundation Models}},
    • booktitle = {British Machine Vision Conference (BMVC)},
    • year = 2024,
    • month = nov,
    • publisher = {British Machine Vision Association},
    • url = {https://bmvc2024.org/proceedings/566/}
    • }
  •  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 External
    • @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://openreview.net/forum?id=QI64E1iz3G}
    • }
  •  Zhu, D., Kojima, K., Koike-Akino, T., Brand, M., "Global Phase Correction Improves Metalens Efficiency", Conference on Lasers and Electro-Optics (CLEO), DOI: 10.1364/​CLEO_QELS.2022.FM1B.3, May 2022.
    BibTeX Optica Publishing
    • @inproceedings{Zhu2022may,
    • author = {Zhu, Dayu and Kojima, Keisuke and Koike-Akino, Toshiaki and Brand, Matthew},
    • 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://opg.optica.org/abstract.cfm?uri=CLEO_QELS-2022-FM1B.3}
    • }
  •  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 IFAC World Congress
    • @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.ifac-papersonline.net/Detailed/47811.html}
    • }
  •  Nikolova, E., Kelner, J., Brand, M., Mitzenmacher, M., "Stochastic Shortest Paths Via Quasi-convex Maximization", European Symposium on Algorithms (ESA), September 2006, pp. 552-563.
    BibTeX ACM Digital Library
    • @inproceedings{Nikolova2006sep,
    • author = {Nikolova, E. and Kelner, J. and Brand, M. and Mitzenmacher, M.},
    • title = {{Stochastic Shortest Paths Via Quasi-convex Maximization}},
    • booktitle = {European Symposium on Algorithms (ESA)},
    • year = 2006,
    • pages = {552--563},
    • month = sep,
    • isbn = {3-540-38875-3},
    • url = {https://portal.acm.org/citation.cfm?id=1276191.1276241}
    • }
  •  Nishiuma, N., Goto, Y., Kumazawa, H., Nikovski, D., Brand, M., "Traffic Prediction using Singular Value Decomposition", World Congress and Exhibition on Intelligent Transport Systems and Services (ITS), October 2004.
    BibTeX
    • @inproceedings{Nishiuma2004oct,
    • author = {Nishiuma, N. and Goto, Y. and Kumazawa, H. and Nikovski, D. and Brand, M.},
    • title = {{Traffic Prediction using Singular Value Decomposition}},
    • booktitle = {World Congress and Exhibition on Intelligent Transport Systems and Services (ITS)},
    • year = 2004,
    • month = oct
    • }
  •  Brand, M., "Minimax Embeddings", Advances in Neural Information Processing Systems (NIPS), December 2003.
    BibTeX
    • @inproceedings{Brand2003dec,
    • author = {Brand, M.},
    • title = {{Minimax Embeddings}},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2003,
    • month = dec
    • }
  •  Brand, M., Bhotika, R., "Flexible Flow for 3D Nonrigid Tracking and Shape Recovery", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), December 2001, vol. 1, pp. 315-322.
    BibTeX IEEE Xplore
    • @inproceedings{Brand2001dec2,
    • author = {Brand, M. and Bhotika, R.},
    • title = {{Flexible Flow for 3D Nonrigid Tracking and Shape Recovery}},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2001,
    • volume = 1,
    • pages = {315--322},
    • month = dec,
    • issn = {1063-6919},
    • url = {https://ieeexplore.ieee.org/document/990492}
    • }
  •  Brand, M., "Structure and Parameter Learning via Entropy Minimization, with Applications to Mixture and Hidden Markov Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 1999, vol. 3, pp. 1749-52.
    BibTeX IEEE Xplore
    • @inproceedings{Brand1999mar,
    • author = {Brand, M.},
    • title = {{Structure and Parameter Learning via Entropy Minimization, with Applications to Mixture and Hidden Markov Models}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 1999,
    • volume = 3,
    • pages = {1749--52},
    • month = mar,
    • url = {https://ieeexplore.ieee.org/document/756333}
    • }