Transfer Learning

Efficient Representations for Lifelong Learning and Autoencoding COLT 2015 From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement CVPR 2015 Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition ICCV 2015 Largest Source Subset Selection for Instance Transfer ACML 2015 Learning Using Privileged Information: Similarity Control and Knowledge Transfer JMLR 2015 Learning With Dataset Bias in Latent Subcategory Models CVPR 2015 Lifelong Learning with Non-i.i.d. Tasks NeurIPS 2015 Supervised Learning for Dynamical System Learning NeurIPS 2015 Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach CVPR 2015 Web-Scale Image Clustering Revisited ICCV 2015 Web-Scale Training for Face Identification CVPR 2015 Zero-Shot Object Recognition by Semantic Manifold Distance CVPR 2015 Active Transfer Learning under Model Shift ICML 2014 A PAC-Bayesian bound for Lifelong Learning ICML 2014 Continuous Manifold Based Adaptation for Evolving Visual Domains CVPR 2014 DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition ICML 2014 Flexible Transfer Learning under Support and Model Shift NeurIPS 2014 Heterogeneous Domain Adaptation for Multiple Classes AISTATS 2014 Instance-weighted Transfer Learning of Active Appearance Models CVPR 2014 Learning Deep Features for Scene Recognition using Places Database NeurIPS 2014 Learning the Consistent Behavior of Common Users for Target Node Prediction across Social Networks ICML 2014 Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective CVPR 2014 Learning to Search in Branch and Bound Algorithms NeurIPS 2014 LSDA: Large Scale Detection through Adaptation NeurIPS 2014 Model Transport: Towards Scalable Transfer Learning on Manifolds CVPR 2014