Pi day, 2006

About

I am a Ph.D. student in the Computer Science Department, working with Professor Daphne Koller as part of the AI Lab.

Selected Publications

  • A Segmentation-aware Object Detection Model with Occlusion Handling.
    Tianshi Gao, Benjamin Packer and Daphne Koller.
    Computer Vision and Pattern Recognition (CVPR), 2011
    [ PDF | Supplementary Material]


  • Self-Paced Learning for Latent Variable Models.
    M. Pawan Kumar, Ben Packer and Daphne Koller.
    Neural Information Processing Systems (NIPS), 2010
    [ PDF | Poster | Code | Project Page ]


  • A Unified Contour-Pixel Model for Segmentation.
    Ben Packer, Stephen Gould and Daphne Koller.
    European Conference on Computer Vision (ECCV), 2010
    [ PDF | Poster]


  • Shape-Based Object Localization for Descriptive Classification.
    Geremy Heitz, Gal Elidan, Ben Packer and Daphne Koller.
    Neural Information Processing Systems (NIPS), 2008
    [ PDF ]


  • Convex Point Estimation using Undirected Bayesian Transfer Hierarchies.
    Gal Elidan, Ben Packer, Geremy Heitz and Daphne Koller.
    Uncertainty in Artificial Intelligence (UAI), 2008.
    [ PDF | PPT ]


  • Self-taught learning: Transfer learning from unlabeled data.
    Rajat Raina, Alexis Battle, Honglak Lee, Benjamin Packer and Andrew Y. Ng.
    International Conference on Machine Learning (ICML), 2007.
    [ PDF ]


  • Nonlinear Dimensionality Reduction by Semidefinite Programming and Kernel Matrix Factorization. (Outstanding student paper award)
    Kilian Weinberger, Benjamin Packer and Lawrence Saul.
    Artificial Intelligence and Statistics (AISTATS), 2005.
    [ PDF ]
Links
My new kitten
Costa Rica
Aviva's website
My brother's personal finance blog
My friend's animal blog
The bottom of our autogenerated 1040 form that was submitted to the IRS for 2007

Address

Gates Building, Room 116
353 Serra Mall
Stanford, CA 94305
(508) 415-0480
bpacker AT cs DOT this_school DOT edu