Learning Paradigms

Wide-Area Image Geolocalization With Aerial Reference Imagery ICCV 2015 Zero-Shot Learning via Semantic Similarity Embedding ICCV 2015 Active Annotation Translation CVPR 2014 Active Imitation Learning: Formal and Practical Reductions to I.I.D. Learning JMLR 2014 Active Regression by Stratification NeurIPS 2014 Active Reward Learning RSS 2014 Active Transfer Learning under Model Shift ICML 2014 Algorithm selection by rational metareasoning as a model of human strategy selection NeurIPS 2014 An Extension of Slow Feature Analysis for Nonlinear Blind Source Separation JMLR 2014 Associative Embeddings for Large-scale Knowledge Transfer with Self-assessment CVPR 2014 Batch Continuous-Time Trajectory Estimation as Exactly Sparse Gaussian Process Regression RSS 2014 Beyond Disagreement-Based Agnostic Active Learning NeurIPS 2014 Conditional Random Field Autoencoders for Unsupervised Structured Prediction NeurIPS 2014 Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NeurIPS 2014 Context Aware Group Nearest Shrunken Centroids in Large-Scale Genomic Studies AISTATS 2014 Deep Joint Task Learning for Generic Object Extraction NeurIPS 2014 Distributed Bayesian Posterior Sampling via Moment Sharing NeurIPS 2014 Distributed Parameter Estimation in Probabilistic Graphical Models NeurIPS 2014 Efficient Transfer Learning Method for Automatic Hyperparameter Tuning AISTATS 2014 Enriching Visual Knowledge Bases via Object Discovery and Segmentation CVPR 2014 Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities NeurIPS 2014 Factoring Variations in Natural Images with Deep Gaussian Mixture Models NeurIPS 2014 Flexible Transfer Learning under Support and Model Shift NeurIPS 2014 Global Belief Recursive Neural Networks NeurIPS 2014 Incremental Local Gaussian Regression NeurIPS 2014