|
|
| topics: |
BM | LTW | LGM | MN | RP | SL | TPM |
|---|
|
2011
|
| J |
A.H. Beck, A.R. Sangoi, S. Leung, R.J. Marinelli, T.O. Nielsen, M.J. van de Vijver, R.B. West, M. van de Rijn, and D. Koller (2011). "Systematic Analysis of Breast Cancer Morphology Uncovers Stromal Features Associated with Survival." Science Translational Medicine, 3(108).
| bib
|
|
| topics: |
BM |
|
|
|
|
|
|
|
| J |
J. Laserson, V. Jojic, and D. Koller (2011). "Genovo: De Novo Assembly For Metagenomes." Journal of Computational Biology, 18(3), 429-43.
| bib
|
|
| topics: |
BM |
|
|
|
|
|
|
|
| C |
T. Gao and D. Koller (2011). "Active Classification based on Value of Classifier." Advances in Neural Information Processing Systems (NIPS 2011).
| bib
|
|
| topics: |
|
|
|
|
RP |
SL |
|
|
| C |
T. Gao and D. Koller (2011). "Discriminative Learning of Relaxed Hierarchy for Large-scale Visual Recognition." Proceedings of the International Conference on Computer Vision (ICCV).
| bib
|
|
| topics: |
|
|
|
|
RP |
SL |
|
|
| C |
M.P. Kumar, H. Turki, D. Preston, and D. Koller (2011). "Learning Specific-Class Segmentation from Diverse Data." Proceedings of the International Conference on Computer Vision (ICCV).
| bib
|
|
| topics: |
|
|
|
|
RP |
|
|
|
| C |
T. Gao and D. Koller (2011). "Multiclass Boosting with Hinge Loss based on Output Coding." Proceedings of International Conference on Machine Learning (ICML).
| bib
|
|
| topics: |
|
|
|
|
RP |
SL |
|
|
| C |
S. Saria, A. Duchi, and D. Koller (2011). "Discovering deformable motifs in continuous time-series data." International Joint Conference on Artificial Intelligence (IJCAI).
| bib
|
|
| topics: |
|
|
LGM |
|
|
|
TPM |
|
| C |
T. Gao, B. Packer, and D. Koller (2011). "A Segmentation-aware Object Detection Model with Occlusion Handling." Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR).
| bib
|
|
| topics: |
|
|
|
MN |
RP |
|
|
|
| C |
H. Wang and D. Koller (2011). "Multi-Level Inference by Relaxed Dual Decomposition for Human Pose Segmentation." Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR).
| bib
|
|
| topics: |
|
|
|
MN |
RP |
|
|
|
| C |
V. Jojic, S. Saria, and D. Koller (2011). "Convex envelopes of complexity controlling penalties: the case against premature envelopment." Proceedings of the Conference on Artificial Intelligence and Statistics (AISTATS).
| bib
|
|
| topics: |
|
|
|
|
|
SL |
|
|
2010
|
| J |
S. Saria, A.K. Rajani, J. Gould, D. Koller, and A.A. Penn (2010). "Integration of early physiological responses predicts later illness severity in preterm infants." Science Translational Medicine, 2(48).
| bib
|
|
| topics: |
BM |
|
|
|
|
|
|
|
| J |
A.J. Battle, M. Jonikas, P. Walter, J. Weissman, and D. Koller (2010). "Automated identification of pathways from quantitative genetic interaction data." Molecular Systems Biology, 6, 379.
| bib
|
|
| topics: |
BM |
|
|
|
|
|
|
|
| J |
F. Moussavi, G. Heitz, F. Amat, L.R. Comolli, D. Koller, and M.A. Horowitz (2010). "3D Segmentation of Cell Boundaries from Whole Cell Cryogenic Electron Tomography Volumes." Journal of Structural Biology, 170(1), 134-145.
| bib
|
|
| topics: |
BM |
|
|
|
RP |
|
|
|
| J |
M.E. Hillenmeyer, E. Ericson, R.W. Davis, C. Nislow, D. Koller, and G. Giaever (2010). "Systematic analysis of genome-wide fitness data reveals novel gene function and drug action." Genome Biology, 11(R30).
| bib
|
|
| topics: |
BM |
|
|
|
|
|
|
|
| C |
S. Saria, G. McElvain, A. Rajani, A. Penn, and D. Koller (2010). "Combining Structured and Free-text Data for Automatic Coding of Patient Outcomes." Proceedings of the Americal Medical Informatics Association (AMIA) Annual Symposium.
| bib
|
|
| topics: |
BM |
LTW |
|
|
|
SL |
|
|
| T |
S. Saria, D. Koller, and A. Penn (2010). "Discovering shared and individual latent structure in multiple time series." Technical report. , .
| bib
|
|
| topics: |
|
|
|
|
|
|
TPM |
|
| C |
P. Kumar, B. Packer, and D. Koller (2010). "Self-Paced Learning for Latent Variable Models." Advances in Neural Information Processing Systems (NIPS 2010).
| bib
|
|
| topics: |
|
|
LGM |
|
RP |
|
|
|
| C |
B. Packer, S. Gould, and D. Koller (2010). "A Unified Contour-Pixel Model for Segmentation." .
Proc. European Conference on Computer Vision (ECCV).
| bib
|
|
| topics: |
|
|
|
|
RP |
|
|
|
| C |
H. Wang, S. Gould, and D. Koller (2010). "Discriminative Learning with Latent Variables for Cluttered Indoor Scene Understanding." .
Proc. European Conference on Computer Vision (ECCV).
| bib
|
|
| topics: |
|
|
|
|
RP |
|
|
|
| C |
D. Vickrey, C. Lin, and D. Koller (2010). "Non-Local Contrastive Objectives." Proceedings of International Conference on Machine Learning (ICML).
| bib
|
|
| topics: |
|
|
LGM |
MN |
|
|
|
|
| C |
V. Jojic, S. Gould, and D. Koller (2010). "Fast and smooth: Accelerated dual decomposition for MAP inference." Proceedings of International Conference on Machine Learning (ICML).
| bib
|
|
| topics: |
|
|
LGM |
MN |
|
|
|
|
| C |
P. Kumar and D. Koller (2010). "Efficiently Selecting Regions for Scene Understanding." Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR).
| bib
|
|
| topics: |
|
|
|
MN |
RP |
|
|
|
| C |
B. Liu, S. Gould, and D. Koller (2010). "Single Image Depth Estimation From Predicted Semantic Labels." Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR).
| bib
|
|
| topics: |
|
|
|
MN |
RP |
|
|
|
| C |
V. Ganapathi, C. Plagemann, D. Koller, and S. Thrun (2010). "Real Time Motion Capture using a Single Time-Of-Flight Camera." Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR).
| bib
|
|
| topics: |
|
|
|
MN |
RP |
|
|
|
| C |
C. Plagemann, V. Ganapathi, D. Koller, and S. Thrun (2010). "Realtime Identification and Localization of Body Parts from Depth Images." Proc. International Conferences on Robotics and Automation (ICRA 2010).
| bib
|
|
| topics: |
|
|
|
|
RP |
|
|
|
