Domain Adaptation

Learning Scene-Specific Pedestrian Detectors Without Real Data CVPR 2015 Learning spatiotemporal trajectories from manifold-valued longitudinal data NeurIPS 2015 Learning Transferable Features with Deep Adaptation Networks ICML 2015 Learning Visual Clothing Style With Heterogeneous Dyadic Co-Occurrences ICCV 2015 Learning With Dataset Bias in Latent Subcategory Models CVPR 2015 Marginalizing Stacked Linear Denoising Autoencoders JMLR 2015 Multi-Scale Learning for Low-Resolution Person Re-Identification ICCV 2015 On Semi-Supervised Linear Regression in Covariate Shift Problems JMLR 2015 Ontological Supervision for Fine Grained Classification of Street View Storefronts CVPR 2015 Optimal Graph Learning With Partial Tags and Multiple Features for Image and Video Annotation CVPR 2015 Predicting the Future Behavior of a Time-Varying Probability Distribution CVPR 2015 Real-Time Visual Analysis of Microvascular Blood Flow for Critical Care CVPR 2015 Region-Based Temporally Consistent Video Post-Processing CVPR 2015 SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks ICCV 2015 Selecting Relevant Web Trained Concepts for Automated Event Retrieval ICCV 2015 Self-Calibration of Optical Lenses ICCV 2015 Semantics-Preserving Hashing for Cross-View Retrieval CVPR 2015 Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition CVPR 2015 Simultaneous Deep Transfer Across Domains and Tasks ICCV 2015 Top Rank Supervised Binary Coding for Visual Search ICCV 2015 Transferring a Semantic Representation for Person Re-Identification and Search CVPR 2015 Unsupervised Domain Adaptation by Backpropagation ICML 2015 Unsupervised Domain Adaptation for Zero-Shot Learning ICCV 2015 Unsupervised Domain Adaptation With Imbalanced Cross-Domain Data ICCV 2015 Wide-Area Image Geolocalization With Aerial Reference Imagery ICCV 2015