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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Zero-Shot Learning Through Cross-Modal Transfer NIPS 2013
Cross-View Action Recognition via a Continuous Virtual Path CVPR 2013
From N to N+1: Multiclass Transfer Incremental Learning CVPR 2013
Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation CVPR 2013
Manifold Based Face Synthesis from Sparse Samples ICCV 2013
From Semi-supervised to Transfer Counting of Crowds ICCV 2013
Learning to Share Latent Tasks for Action Recognition ICCV 2013
A Practical Transfer Learning Algorithm for Face Verification ICCV 2013
Paper Doll Parsing: Retrieving Similar Styles to Parse Clothing Items ICCV 2013
Unsupervised Visual Domain Adaptation Using Subspace Alignment ICCV 2013
Cross-View Action Recognition over Heterogeneous Feature Spaces ICCV 2013
Predicting an Object Location Using a Global Image Representation ICCV 2013
Semi-supervised Domain Adaptation with Instance Constraints CVPR 2013
Sparse coding for multitask and transfer learning ICML 2013
Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels ICML 2013
Transfer Feature Learning with Joint Distribution Adaptation ICCV 2013
Sparse Variation Dictionary Learning for Face Recognition with a Single Training Sample per Person ICCV 2013
Learning Multiple Tasks using Shared Hypotheses NIPS 2012
Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL NIPS 2012
Domain Adaptation: A Small Sample Statistical Approach AISTATS 2012
Transferring Expectations in Model-based Reinforcement Learning NIPS 2012
Exploiting Unrelated Tasks in Multi-Task Learning AISTATS 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NIPS 2012
Shifting Weights: Adapting Object Detectors from Image to Video NIPS 2012