Artificial Intelligence

Efficient and Robust Automated Machine Learning NeurIPS 2015 Efficient Label Collection for Unlabeled Image Datasets CVPR 2015 Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NeurIPS 2015 Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NeurIPS 2015 Efficient Output Kernel Learning for Multiple Tasks NeurIPS 2015 Efficient Representations for Lifelong Learning and Autoencoding COLT 2015 Efficient Thompson Sampling for Online Matrix-Factorization Recommendation NeurIPS 2015 ElasticFusion: Dense SLAM Without A Pose Graph RSS 2015 Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images NeurIPS 2015 Empirical Localization of Homogeneous Divergences on Discrete Sample Spaces NeurIPS 2015 Enabling scalable stochastic gradient-based inference for Gaussian processes by employing the Unbiased LInear System SolvEr (ULISSE) ICML 2015 End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NeurIPS 2015 End-To-End Memory Networks NeurIPS 2015 Enforcing balance allows local supervised learning in spiking recurrent networks NeurIPS 2015 Exact Bayesian Learning of Ancestor Relations in Bayesian Networks AISTATS 2015 Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015 Expectation Particle Belief Propagation NeurIPS 2015 Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM AISTATS 2015 Exploiting the Separable Structure of SLAM RSS 2015 Exploring Causal Relationships in Visual Object Tracking ICCV 2015 Exponential Integration for Hamiltonian Monte Carlo ICML 2015 Expressing an Image Stream with a Sequence of Natural Sentences NeurIPS 2015 Face Alignment Using Cascade Gaussian Process Regression Trees CVPR 2015 FaceDirector: Continuous Control of Facial Performance in Video ICCV 2015 Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold CVPR 2015