Artificial Intelligence

On the Relationship between Sum-Product Networks and Bayesian Networks ICML 2015 On the Relationship Between Visual Attributes and Convolutional Networks CVPR 2015 Ontological Supervision for Fine Grained Classification of Street View Storefronts CVPR 2015 Open Problem: Learning Quantum Circuits with Queries COLT 2015 Open Problem: Online Sabotaged Shortest Path COLT 2015 Optimal Robust Control for Bipedal Robots through Control Lyapunov Function based Quadratic Programs RSS 2015 Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference NeurIPS 2015 Optimum Statistical Estimation with Strategic Data Sources COLT 2015 Panoptic Studio: A Massively Multiview System for Social Motion Capture ICCV 2015 Parallelizing MCMC with Random Partition Trees NeurIPS 2015 Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NeurIPS 2015 Particle Gibbs for Infinite Hidden Markov Models NeurIPS 2015 Particle Gibbs with Ancestor Sampling for Probabilistic Programs AISTATS 2015 Personalized Age Progression With Aging Dictionary ICCV 2015 Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis ICCV 2015 Perturbed Message Passing for Constraint Satisfaction Problems JMLR 2015 Picture: A Probabilistic Programming Language for Scene Perception CVPR 2015 Policy Evaluation Using the Ω-Return NeurIPS 2015 Policy Gradient for Coherent Risk Measures NeurIPS 2015 Policy Search for Multi-Robot Coordination under Uncertainty RSS 2015 Pose Induction for Novel Object Categories ICCV 2015 PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization ICCV 2015 Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual Descriptions ICCV 2015 Predicting the Future Behavior of a Time-Varying Probability Distribution CVPR 2015 Prediction of Search Targets From Fixations in Open-World Settings CVPR 2015