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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Unsupervised Visual Domain Adaptation Using Subspace Alignment ICCV 2013
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
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
Transportability from Multiple Environments with Limited Experiments NIPS 2013
Inverse Density as an Inverse Problem: the Fredholm Equation Approach NIPS 2013
Non-Linear Domain Adaptation with Boosting NIPS 2013
Adapting Classification Cascades to New Domains ICCV 2013
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