Papers
Stochastic Optimization of PCA with Capped MSG
Raman Arora, Andy Cotter, Nati Srebro
Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs
Yann Dauphin, Yoshua Bengio
Stochastic Simultaneous Optimistic Optimization
Michal Valko, Alexandra Carpentier, Rémi Munos
Stochastic Variational Inference
Matthew D. Hoffman, David M. Blei, Chong Wang et al.
Story-Driven Summarization for Egocentric Video
Zheng Lu, Kristen Grauman
Streaming Variational Bayes
Tamara Broderick, Nicholas Boyd, Andre Wibisono et al.
Street View Motion-from-Structure-from-Motion
Bryan Klingner, David Martin, James Roseborough
Stress Functions for Nonlinear Dimension Reduction, Proximity Analysis, and Graph Drawing
Lisha Chen, Andreas Buja
Strong Appearance and Expressive Spatial Models for Human Pose Estimation
Leonid Pishchulin, Mykhaylo Andriluka, Peter Gehler et al.
Structural Expectation Propagation (SEP): Bayesian structure learning for networks with latent variables
Nevena Lazic, Christopher Bishop, John Winn
Structured Face Hallucination
Chih-Yuan Yang, Sifei Liu, Ming-Hsuan Yang
Structured Forests for Fast Edge Detection
Piotr Dollar, C. L. Zitnick
Structure Discovery in Nonparametric Regression through Compositional Kernel Search
David Duvenaud, James Lloyd, Roger Grosse et al.
Structured Learning of Sum-of-Submodular Higher Order Energy Functions
Alexander Fix, Thorsten Joachims, Sung Min Park et al.
Structured Learning via Logistic Regression
Justin Domke
Structured Light in Sunlight
Mohit Gupta, Qi Yin, Shree K. Nayar
Structure Learning of Mixed Graphical Models
Jason Lee, Trevor Hastie
Structure Preserving Object Tracking
Lu Zhang, Laurens van der Maaten
Studying Relationships between Human Gaze, Description, and Computer Vision
Kiwon Yun, Yifan Peng, Dimitris Samaras et al.
Style-Aware Mid-level Representation for Discovering Visual Connections in Space and Time
Yong Jae Lee, Alexei A. Efros, Martial Hebert
Subcategory-Aware Object Classification
Jian Dong, Wei Xia, Qiang Chen et al.
Sub-Local Constraint-Based Learning of Bayesian Networks Using A Joint Dependence Criterion
Rami Mahdi, Jason Mezey
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints
Rishabh K Iyer, Jeff A. Bilmes
Submodular Salient Region Detection
Zhuolin Jiang, Larry S. Davis