Publications

75 / 3,599 publications found.


  •  Brand, M., "Continuous Nonlinear Dimensionality Reduction by Kernel Eigenmaps", International Joint Conference on Artificial Intelligence (IJCAI), August 2003.
    BibTeX TR2003-21 PDF
    • @inproceedings{Brand2003aug,
    • author = {Brand, M.},
    • title = {Continuous Nonlinear Dimensionality Reduction by Kernel Eigenmaps},
    • booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
    • year = 2003,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2003-21}
    • }
  •  Nikovski, D.N., Brand, M., "Marginalizing Out Future Passengers in Group Elevator Control", Conference on Uncertainty in Artificial Intelligence (UAI), August 2003, pp. 443-450.
    BibTeX TR2003-62 PDF
    • @inproceedings{Nikovski2003aug,
    • author = {Nikovski, D.N. and Brand, M.},
    • title = {Marginalizing Out Future Passengers in Group Elevator Control},
    • booktitle = {Conference on Uncertainty in Artificial Intelligence (UAI)},
    • year = 2003,
    • pages = {443--450},
    • month = aug,
    • isbn = {0-127-05664-5},
    • url = {https://www.merl.com/publications/TR2003-62}
    • }
  •  Matusik, W., Pfister, H., Brand, M., McMillan, L., "A Data-Driven Reflectance Model", ACM Transactions on Graphics (TOG), DOI: 10.1145/​882262.882343, Vol. 22, No. 3, pp. 759-769, July 2003.
    BibTeX TR2003-83 PDF Data
    • @article{Matusik2003jul,
    • author = {Matusik, W. and Pfister, H. and Brand, M. and McMillan, L.},
    • title = {A Data-Driven Reflectance Model},
    • journal = {ACM Transactions on Graphics (TOG)},
    • year = 2003,
    • volume = 22,
    • number = 3,
    • pages = {759--769},
    • month = jul,
    • doi = {10.1145/882262.882343},
    • issn = {0730-0301},
    • url = {https://www.merl.com/publications/TR2003-83}
    • }
  •  Matusik, W., Pfister, H., Brand, M., McMillan, L., "Efficient Isotropic BRDF Measurement", Eurographics Workshop on Rendering (EGRW), June 2003, pp. 241-247.
    BibTeX TR2003-80 PDF
    • @inproceedings{Matusik2003jun,
    • author = {Matusik, W. and Pfister, H. and Brand, M. and McMillan, L.},
    • title = {Efficient Isotropic BRDF Measurement},
    • booktitle = {Eurographics Workshop on Rendering (EGRW)},
    • year = 2003,
    • pages = {241--247},
    • month = jun,
    • issn = {1727-3463},
    • url = {https://www.merl.com/publications/TR2003-80}
    • }
  •  Nikovski, D., Brand, M., "Decision-Theoretic Group Elevator Scheduling", International Conference on Automated Planning and Scheduling (ICAPS), June 2003.
    BibTeX TR2003-61 PDF
    • @inproceedings{Nikovski2003jun1,
    • author = {Nikovski, D. and Brand, M.},
    • title = {Decision-Theoretic Group Elevator Scheduling},
    • booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    • year = 2003,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2003-61}
    • }
  •  Nikovski, D., Brand, M., "Non-Linear Stochastic Control in Continuous State Spaces by Exact Integration in Bellman's Equations", International Conference on Automated Planning and Scheduling (ICAPS), June 2003.
    BibTeX TR2003-91 PDF
    • @inproceedings{Nikovski2003jun2,
    • author = {Nikovski, D. and Brand, M.},
    • title = {Non-Linear Stochastic Control in Continuous State Spaces by Exact Integration in Bellman's Equations},
    • booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    • year = 2003,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2003-91}
    • }
  •  Brand, M., "Fast Online SVD Revisions for Lightweight Recommender Systems", SIAM International Conference on Data Mining (SDM), May 2003.
    BibTeX TR2003-14 PDF
    • @inproceedings{Brand2003may,
    • author = {Brand, M.},
    • title = {Fast Online SVD Revisions for Lightweight Recommender Systems},
    • booktitle = {SIAM International Conference on Data Mining (SDM)},
    • year = 2003,
    • month = may,
    • url = {https://www.merl.com/publications/TR2003-14}
    • }
  •  Brand, M., Huang, K., "A Unifying Theorem for Spectral Embedding and Clustering", International Workshop on Artificial Intelligence and Statistics (AI & Statistics), January 2003.
    BibTeX TR2002-42 PDF
    • @inproceedings{Brand2003jan,
    • author = {Brand, M. and Huang, K.},
    • title = {A Unifying Theorem for Spectral Embedding and Clustering},
    • booktitle = {International Workshop on Artificial Intelligence and Statistics (AI \& Statistics)},
    • year = 2003,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2002-42}
    • }
  •  Brand, M., "Charting a Manifold", Advances in Neural Information Processing Systems (NIPS), December 2002.
    BibTeX TR2003-13 PDF
    • @inproceedings{Brand2002dec,
    • author = {Brand, M.},
    • title = {Charting a Manifold},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2002,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2003-13}
    • }
  •  Frederick J. Igo Jr., Matthew Brand, Kent Wittenburg, David Wong and Shinsuke Azuma, "Multidimensional Visualization for Collaborative Filtering Recommender Systems", Tech. Rep. TR2002-39, Mitsubishi Electric Research Laboratories, Cambridge, MA, September 2002.
    BibTeX TR2002-39 PDF
    • @techreport{MERL_TR2002-39,
    • author = {Frederick J. Igo Jr., Matthew Brand, Kent Wittenburg, David Wong and Shinsuke Azuma},
    • title = {Multidimensional Visualization for Collaborative Filtering Recommender Systems},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2002-39},
    • month = sep,
    • year = 2002,
    • url = {https://www.merl.com/publications/TR2002-39/}
    • }
  •  Brand, M., "Subspace Mappings for Image Sequences", International Workshop on Statistical Methods in Video Processing (SMVP), June 2002.
    BibTeX TR2002-25 PDF
    • @inproceedings{Brand2002jun,
    • author = {Brand, M.},
    • title = {Subspace Mappings for Image Sequences},
    • booktitle = {International Workshop on Statistical Methods in Video Processing (SMVP)},
    • year = 2002,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2002-25}
    • }
  •  Brand, M., "Incremental Singular Value Decomposition of Uncertain Data with Missing Values", European Conference on Computer Vision (ECCV), May 2002, vol. 2350, pp. 707-720.
    BibTeX TR2002-24 PDF
    • @inproceedings{Brand2002may,
    • author = {Brand, M.},
    • title = {Incremental Singular Value Decomposition of Uncertain Data with Missing Values},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2002,
    • volume = 2350,
    • pages = {707--720},
    • month = may,
    • url = {https://www.merl.com/publications/TR2002-24}
    • }
  •  Brand, M., "Morphable 3D Models from Video", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), December 2001.
    BibTeX TR2001-37 PDF
    • @inproceedings{Brand2001dec1,
    • author = {Brand, M.},
    • title = {Morphable 3D Models from Video},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2001,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2001-37}
    • }
  •  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 TR2001-38 PDF
    • @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://www.merl.com/publications/TR2001-38}
    • }
  •  Brand, M., Kettnaker, V., "Discovery and Segmentation of Activities in Video", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, No. 8, pp. 844-851, August 2000.
    BibTeX IEEE Xplore
    • @article{Brand2000aug,
    • author = {Brand, M. and Kettnaker, V.},
    • title = {Discovery and Segmentation of Activities in Video},
    • journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    • year = 2000,
    • volume = 22,
    • number = 8,
    • pages = {844--851},
    • month = aug,
    • url = {https://ieeexplore.ieee.org/document/868685}
    • }
  •  Brand, M., Hertzmann, A., "Style Machines", ACM SIGGRAPH, July 2000, pp. 183-192.
    BibTeX TR2000-14 PDF
    • @inproceedings{Brand2000jul,
    • author = {Brand, M. and Hertzmann, A.},
    • title = {Style Machines},
    • booktitle = {ACM SIGGRAPH},
    • year = 2000,
    • pages = {183--192},
    • month = jul,
    • isbn = {1-58113-208-5},
    • url = {https://www.merl.com/publications/TR2000-14}
    • }
  •  Brand, M., "Exploring Variational Structure by Cross-Entropy Optimization", International Conference on Machine Learning (ICML), DOI: 10.5555/​645529.657946, June 2000, pp. 95–102.
    BibTeX ACM Digital Library
    • @inproceedings{Brand2000jun,
    • author = {Brand, M.},
    • title = {Exploring Variational Structure by Cross-Entropy Optimization},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2000,
    • pages = {95–102},
    • month = jun,
    • doi = {10.5555/645529.657946},
    • url = {https://dl.acm.org/doi/10.5555/645529.657946}
    • }
  •  Brand, M., "Shadow Puppetry", IEEE International Conference on Computer Vision (ICCV), September 1999, vol. 2, pp. 1237-44.
    BibTeX IEEE Xplore
    • @inproceedings{Brand1999sep,
    • author = {Brand, M.},
    • title = {Shadow Puppetry},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 1999,
    • volume = 2,
    • pages = {1237--44},
    • month = sep,
    • url = {https://ieeexplore.ieee.org/document/790422}
    • }
  •  Brand, M., "Voice Puppetry", ACM SIGGRAPH, August 1999, pp. 21-28.
    BibTeX TR99-20 PDF
    • @inproceedings{Brand1999aug,
    • author = {Brand, M.},
    • title = {Voice Puppetry},
    • booktitle = {ACM SIGGRAPH},
    • year = 1999,
    • pages = {21--28},
    • month = aug,
    • isbn = {0-201-48560-5},
    • url = {https://www.merl.com/publications/TR99-20}
    • }
  •  Brand, M., "Structure Discovery in Conditional Probability Distributions via an Entropic Prior and Parameter Extinction", Neural Computation Journal, Vol. 11, No. 5, pp. 1155-1182, July 1999.
    BibTeX TR98-18 PDF
    • @article{Brand1999jul,
    • author = {Brand, M.},
    • title = {Structure Discovery in Conditional Probability Distributions via an Entropic Prior and Parameter Extinction},
    • journal = {Neural Computation Journal},
    • year = 1999,
    • volume = 11,
    • number = 5,
    • pages = {1155--1182},
    • month = jul,
    • url = {https://www.merl.com/publications/TR98-18}
    • }
  •  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}
    • }
  •  Brand, M., "Pattern Discovery via Entropy Minimization", Uncertainty 99: International Workshop on Artificial Intelligence and Statistics, January 1999.
    BibTeX TR98-21 PDF
    • @inproceedings{Brand1999jan,
    • author = {Brand, M.},
    • title = {Pattern Discovery via Entropy Minimization},
    • booktitle = {Uncertainty 99: International Workshop on Artificial Intelligence and Statistics},
    • year = 1999,
    • month = jan,
    • url = {https://www.merl.com/publications/TR98-21}
    • }
  •  Brand, M., Shan, K., "Voice-Driven Animation", Workshop on Perceptual User Interfaces (PUI), November 1998.
    BibTeX TR98-20 PDF
    • @inproceedings{Brand1998nov,
    • author = {Brand, M. and Shan, K.},
    • title = {Voice-Driven Animation},
    • booktitle = {Workshop on Perceptual User Interfaces (PUI)},
    • year = 1998,
    • month = nov,
    • url = {https://www.merl.com/publications/TR98-20}
    • }
  •  Matthew Brand, "An entropic estimator for structure discovery", Tech. Rep. TR98-19, Mitsubishi Electric Research Laboratories, Cambridge, MA, September 1998.
    BibTeX TR98-19 PDF
    • @techreport{MERL_TR98-19,
    • author = {Matthew Brand},
    • title = {An entropic estimator for structure discovery},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR98-19},
    • month = sep,
    • year = 1998,
    • url = {https://www.merl.com/publications/TR98-19/}
    • }
  •  Matthew Brand, "Learning concise models of human activity from ambient video via a structure-inducing M-step estimator", Tech. Rep. TR97-25, Mitsubishi Electric Research Laboratories, Cambridge, MA, November 1997.
    BibTeX TR97-25 PDF
    • @techreport{MERL_TR97-25,
    • author = {Matthew Brand},
    • title = {Learning concise models of human activity from ambient video via a structure-inducing M-step estimator},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR97-25},
    • month = nov,
    • year = 1997,
    • url = {https://www.merl.com/publications/TR97-25/}
    • }