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Transfer Learning

4,848 papers

Papers per year

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Papers

Manifold Based Face Synthesis from Sparse Samples ICCV 2013
From Semi-supervised to Transfer Counting of Crowds ICCV 2013
Sparse Variation Dictionary Learning for Face Recognition with a Single Training Sample per Person ICCV 2013
A Practical Transfer Learning Algorithm for Face Verification ICCV 2013
Unsupervised Visual Domain Adaptation Using Subspace Alignment ICCV 2013
Sparse coding for multitask and transfer learning ICML 2013
Hierarchical Regularization Cascade for Joint Learning ICML 2013
Joint Transfer and Batch-mode Active Learning ICML 2013
Robust and Discriminative Self-Taught Learning ICML 2013
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels ICML 2013
Factorial Multi-Task Learning : A Bayesian Nonparametric Approach ICML 2013
Stability and Hypothesis Transfer Learning ICML 2013
Exploiting Ontology Structures and Unlabeled Data for Learning ICML 2013
Multiple-source cross-validation ICML 2013
Multi-Stage Multi-Task Feature Learning JMLR 2013
Transferring Expectations in Model-based Reinforcement Learning NIPS 2012
Learning Multiple Tasks using Shared Hypotheses NIPS 2012
Multi-task Vector Field Learning NIPS 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NIPS 2012
Learning with Target Prior NIPS 2012
Generalization Bounds for Domain Adaptation NIPS 2012
A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping AISTATS 2012
Movement Segmentation and Recognition for Imitation Learning AISTATS 2012
Domain Adaptation: A Small Sample Statistical Approach AISTATS 2012
Using More Data to Speed-up Training Time AISTATS 2012