Domain Adaptation

An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning COLT 2014 A Study on Cross-Population Age Estimation CVPR 2014 Beyond Human Opinion Scores: Blind Image Quality Assessment based on Synthetic Scores CVPR 2014 Class Proportion Estimation with Application to Multiclass Anomaly Rejection AISTATS 2014 Continuous Manifold Based Adaptation for Evolving Visual Domains CVPR 2014 Convolutional Nets and Watershed Cuts for Real-Time Semantic Labeling of RGBD Videos JMLR 2014 COSTA: Co-Occurrence Statistics for Zero-Shot Classification CVPR 2014 DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition ICML 2014 Decontamination of Mutually Contaminated Models AISTATS 2014 Domain Adaptation on the Statistical Manifold CVPR 2014 Effective String Processing and Matching for Author Disambiguation JMLR 2014 Efficient Dimensionality Reduction for High-Dimensional Network Estimation ICML 2014 Flexible Transfer Learning under Support and Model Shift NeurIPS 2014 Generalized Unsupervised Manifold Alignment NeurIPS 2014 Gesture Recognition Portfolios for Personalization CVPR 2014 Heterogeneous Domain Adaptation for Multiple Classes AISTATS 2014 Human Action Recognition Across Datasets by Foreground-weighted Histogram Decomposition CVPR 2014 Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity CVPR 2014 Learning and Evaluation in Presence of Non-i.i.d. Label Noise AISTATS 2014 Learning and Transferring Mid-Level Image Representations using Convolutional Neural Networks CVPR 2014 Learning-Based Atlas Selection for Multiple-Atlas Segmentation CVPR 2014 Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective CVPR 2014 LSDA: Large Scale Detection through Adaptation NeurIPS 2014 RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NeurIPS 2014 Raw-to-Raw: Mapping between Image Sensor Color Responses CVPR 2014