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Daphne Koller Publications
Research Areas (all)Publication TypeYears (all)
BMBiology and Medicine   LGMLearning Graphical Models
MNMarkov Networks   RPRobotics and Perception
SLSupervised Learning  
JJournal Article
CConference Paper
BBook
ChBook Chapter
TTechnical Report
PhDPhD Disseration
1985 - 1989
1990 - 1994
1995 - 1999
2000 - 2004
2005 - 2009
2010 - 2014

TypeReferenceDownload
topics: BMLGMMNRPSL

2011
C   T. Gao and D. Koller (2011). "Active Classification based on Value of Classifier." Advances in Neural Information Processing Systems (NIPS 2011). bib pdf
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 pdf
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 pdf
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 pdf
topics:          RP SL

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 pdf
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 pdf
topics:       MN RP   

2010
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 html
topics: BM       RP   

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 pdf
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 pdf
topics:          RP   

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 pdf
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 pdf
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 pdf
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 pdf
topics:          RP   

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