Artificial Intelligence

Learning From Small Samples: An Analysis of Simple Decision Heuristics NeurIPS 2015 Learning Large-Scale Poisson DAG Models based on OverDispersion Scoring NeurIPS 2015 Learning Like a Child: Fast Novel Visual Concept Learning From Sentence Descriptions of Images ICCV 2015 Learning Semantic Relationships for Better Action Retrieval in Images CVPR 2015 Learning Spatially Regularized Correlation Filters for Visual Tracking ICCV 2015 Learning spatiotemporal trajectories from manifold-valued longitudinal data NeurIPS 2015 Learning structured densities via infinite dimensional exponential families NeurIPS 2015 Learning Structured Output Representation using Deep Conditional Generative Models NeurIPS 2015 Learning the Structure and Parameters of Large-Population Graphical Games from Behavioral Data JMLR 2015 Learning to Linearize Under Uncertainty NeurIPS 2015 Learning to Transduce with Unbounded Memory NeurIPS 2015 Learning to Transfer: Transferring Latent Task Structures and Its Application to Person-Specific Facial Action Unit Detection ICCV 2015 Learning Transferable Features with Deep Adaptation Networks ICML 2015 Learning visual biases from human imagination NeurIPS 2015 Learning Wake-Sleep Recurrent Attention Models NeurIPS 2015 Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions ICCV 2015 LEWIS: Latent Embeddings for Word Images and their Semantics ICCV 2015 Lifelong Learning with Non-i.i.d. Tasks NeurIPS 2015 Lifted Inference Rules With Constraints NeurIPS 2015 Lifted Symmetry Detection and Breaking for MAP Inference NeurIPS 2015 Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes NeurIPS 2015 Links Between Multiplicity Automata, Observable Operator Models and Predictive State Representations -- a Unified Learning Framework JMLR 2015 Local Causal Discovery of Direct Causes and Effects NeurIPS 2015 Local Expectation Gradients for Black Box Variational Inference NeurIPS 2015 Long-horizon Robotic Search and Classification using Sampling-based Motion Planning RSS 2015