← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Learning View-Invariant Sparse Representations for Cross-View Action Recognition ICCV 2013
Meta-Transportability of Causal Effects: A Formal Approach AISTATS 2013
Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes CVPR 2013
Distributed Low-Rank Subspace Segmentation ICCV 2013
Frustratingly Easy NBNN Domain Adaptation ICCV 2013
An Adaptive Descriptor Design for Object Recognition in the Wild ICCV 2013
Semi-supervised Domain Adaptation with Instance Constraints CVPR 2013
Event Recognition in Videos by Learning from Heterogeneous Web Sources CVPR 2013
Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling ICCV 2013
A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers ICML 2013
Domain Adaptation under Target and Conditional Shift ICML 2013
Joint Transfer and Batch-mode Active Learning ICML 2013
POP: Person Re-identification Post-rank Optimisation ICCV 2013
Domain Adaptation for Sequence Labeling Tasks with a Probabilistic Language Adaptation Model ICML 2013
A Machine Learning Framework for Programming by Example ICML 2013
Transfer Feature Learning with Joint Distribution Adaptation ICCV 2013
Attribute Adaptation for Personalized Image Search ICCV 2013
Stability and Hypothesis Transfer Learning ICML 2013
Reshaping Visual Datasets for Domain Adaptation NIPS 2013
Unsupervised Domain Adaptation by Domain Invariant Projection ICCV 2013
Deep content-based music recommendation NIPS 2013
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels ICML 2013
A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions ICML 2013
Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions ICCV 2013
Using Hyperbolic Cross Approximation to measure and compensate Covariate Shift ACML 2013