% 2010 ------------------------------------------------------------------------ @inproceedings{Wang:ECCV2010, author = {Huayan Wang and Stephen Gould and Daphne Koller}, title = {Discriminative Learning with Latent Variables for Cluttered Indoor Scene Understanding}, booktitle = {ECCV}, year = {2010} } @inproceedings{Packer:ECCV2010, author = {Ben Packer and Stephen Gould and Daphne Koller}, title = {A Unified Contour-Pixel Model for Segmentation}, booktitle = {ECCV}, year = {2010} } @phdthesis{Gould:PhD10, author = {Stephen Gould}, title = {Probabilistic Models for Region-based Scene Understanding}, school = {Stanford University}, month = {June}, year = {2010} } @inproceedings{Jojic:ICML10, author = {Vladimir Jojic and Stephen Gould and Daphne Koller}, title = {Accelerated Dual Decomposition for {MAP} Inference}, booktitle = {ICML}, year = {2010} } @inproceedings{Liu:CVPR10, author = {Beyang Liu and Stephen Gould and Daphne Koller}, title = {Single Image Depth Estimation from Predicted Semantic Labels}, booktitle = {CVPR}, year = {2010} } % 2009 ------------------------------------------------------------------------ @inproceedings{Gould:NIPS09, author = {Stephen Gould and Tianshi Gao and Daphne Koller}, title = {Region-based Segmentation and Object Detection}, booktitle = {NIPS}, year = {2009} } @inproceedings{Gould:ICCV09, author = {Stephen Gould and Richard Fulton and Daphne Koller}, title = {Decomposing a Scene into Geometric and Semantically Consistent Regions}, booktitle = {ICCV}, year = {2009} } @inproceedings{Gould:CVPR09, author = {Stephen Gould and Fernando Amat and Daphne Koller}, title = {Alphabet {SOUP}: A Framework for Approximate Energy Minimization}, booktitle = {CVPR}, year = {2009} } @inproceedings{Quigley:ICRA09, author = {Morgan Quigley and Siddharth Batra and Stephen Gould and Ellen Klingbeil and Quoc V. Le and Ashley Wellman and Andrew Y. Ng}, title = {High-Accuracy 3{D} Sensing for Mobile Manipulation: Improving Object Detection and Door Opening}, booktitle = {ICRA}, year = {2009} } % 2008 ------------------------------------------------------------------------ @inproceedings{Heitz:NIPS08, author = {Geremy Heitz and Stephen Gould and Ashutosh Saxena and Daphne Koller}, title = {Cascaded Classification Models: Combining Models for Holistic Scene Understanding}, booktitle = {NIPS}, year = {2008} } @inproceedings{Elidan:NIPS08, author = {Gal Elidan and Stephen Gould}, title = {Learning Bounded Treewidth Bayesian Networks}, booktitle = {NIPS}, year = {2008} } @article{Elidan:JMLR08, author = {Gal Elidan and Stephen Gould}, title = {Learning Bounded Treewidth Bayesian Networks}, journal = {Journal of Machine Learning Research}, year = 2008, volume = 9, month = December, pages = {2699--2731}, } @inproceedings{Gould:M2SFA208, author = {Stephen Gould and Paul Baumstarck and Morgan Quigley and Andrew Y. Ng and Daphne Koller}, title = {Integrating Visual and Range Data for Robotic Object Detection}, booktitle = {ECCV Workshop on Multi-camera and Multi-modal Sensor Fusion Algorithms and Applications (M2SFA2)}, year = {2008} } @inproceedings{Duchi:UAI08, author = {John C. Duchi and Stephen Gould and Daphne Koller}, title = {Projected Subgradient Methods for Learning Sparse Gaussians}, booktitle = {UAI}, year = {2008}, pages = {145--152} } @article{Gould:IJCV08, author = {Stephen Gould and Jim Rodgers and David Cohen and Gal Elidan and Daphne Koller}, title = {Multi-class Segmentation with Relative Location Prior}, journal = {IJCV}, volume = {80}, number = {3}, year = {2008}, pages = {300--316} } % 2007 ------------------------------------------------------------------------ @inproceedings{Gould:IJCAI07, author = {Stephen Gould and Joakim Arfvidsson and Adrian Kaehler and Benjamin Sapp and Marius Messner and Gary R. Bradski and Paul Baumstarck and Sukwon Chung and Andrew Y. Ng}, title = {Peripheral-Foveal Vision for Real-time Object Recognition and Tracking in Video}, booktitle = {IJCAI}, year = {2007}, pages = {2115-2121}, url = {http://www.ijcai.org/papers07/Papers/IJCAI07-341.pdf} }