← Learning Types
Deep Learning › Learning Types ›

Transfer Learning

2362 directly classified papers

Papers per year

Papers

Colorization as a Proxy Task for Visual Understanding CVPR 2017
MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features CVPR 2017
Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding CVPR 2017
Video Captioning With Transferred Semantic Attributes CVPR 2017
Learning Object Interactions and Descriptions for Semantic Image Segmentation CVPR 2017
Visual Translation Embedding Network for Visual Relation Detection CVPR 2017
Zero-Shot Learning - the Good, the Bad and the Ugly CVPR 2017
A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning CVPR 2017
Expert Gate: Lifelong Learning With a Network of Experts CVPR 2017
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths CVPR 2017
StyleBank: An Explicit Representation for Neural Image Style Transfer CVPR 2017
An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation ACL 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML 2017
Matching neural paths: transfer from recognition to correspondence search NIPS 2017
Overcoming Catastrophic Forgetting by Incremental Moment Matching NIPS 2017
Learning Multiple Tasks with Multilinear Relationship Networks NIPS 2017
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks NIPS 2017
Learning multiple visual domains with residual adapters NIPS 2017
Object based Scene Representations using Fisher Scores of Local Subspace Projections NIPS 2016
The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes CVPR 2016
Harnessing Object and Scene Semantics for Large-Scale Video Understanding CVPR 2016
Personalizing Human Video Pose Estimation CVPR 2016
Predicting Motivations of Actions by Leveraging Text CVPR 2016
Learning Aligned Cross-Modal Representations From Weakly Aligned Data CVPR 2016
Cross Modal Distillation for Supervision Transfer CVPR 2016