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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Robust Transfer Principal Component Analysis with Rank Constraints NIPS 2013
Speedup Matrix Completion with Side Information: Application to Multi-Label Learning NIPS 2013
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NIPS 2013
Generalized Domain-Adaptive Dictionaries CVPR 2013
Domain Adaptive Classification ICCV 2013
Joint Transfer and Batch-mode Active Learning ICML 2013
Stability and Hypothesis Transfer Learning ICML 2013
Attribute Adaptation for Personalized Image Search ICCV 2013
Transfer Feature Learning with Joint Distribution Adaptation ICCV 2013
A Machine Learning Framework for Programming by Example ICML 2013
Mapping paradigm ontologies to and from the brain NIPS 2013
Cross-View Action Recognition via a Continuous Virtual Path CVPR 2013
On Flat versus Hierarchical Classification in Large-Scale Taxonomies NIPS 2013
POP: Person Re-identification Post-rank Optimisation ICCV 2013
Domain Adaptation for Sequence Labeling Tasks with a Probabilistic Language Adaptation Model ICML 2013
Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models CVPR 2013
Colour-Consistent Structure-from-Motion Models using Underwater Imagery RSS 2012
History-alignment models for bias-aware prediction of virological response to HIV combination therapy AISTATS 2012
Learning Networks of Heterogeneous Influence NIPS 2012
Local and Global Scaling Reduce Hubs in Space JMLR 2012
Compressive Sensing MRI with Wavelet Tree Sparsity NIPS 2012
GenDeR: A Generic Diversified Ranking Algorithm NIPS 2012
Semi-Supervised Domain Adaptation with Non-Parametric Copulas NIPS 2012
Discriminatively Trained Sparse Code Gradients for Contour Detection NIPS 2012
Multi-criteria Anomaly Detection using Pareto Depth Analysis NIPS 2012