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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

An Empirical Etudy of Non-Lexical Extensions to Delexicalized Transfer COLING 2012
Transfer in Reinforcement Learning via Shared Features JMLR 2012
Unsupervised Supervised Learning II: Margin-Based Classification without Labels AISTATS 2011
Co-Training for Domain Adaptation NIPS 2011
Generalizing from Several Related Classification Tasks to a New Unlabeled Sample NIPS 2011
Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery NIPS 2011
Online Learning of Multiple Tasks and Their Relationships AISTATS 2011
Domain Adaptation with Coupled Subspaces AISTATS 2011
Relative Density-Ratio Estimation for Robust Distribution Comparison NIPS 2011
Transfer Learning by Borrowing Examples for Multiclass Object Detection NIPS 2011
Transfer from Multiple MDPs NIPS 2011
Unsupervised Supervised Learning II: Margin-Based Classification Without Labels JMLR 2011
Co-regularization Based Semi-supervised Domain Adaptation NIPS 2010
Evolving Static Representations for Task Transfer JMLR 2010
Impossibility Theorems for Domain Adaptation AISTATS 2010
Multitask Learning for Brain-Computer Interfaces AISTATS 2010
Learning Multiple Tasks using Manifold Regularization NIPS 2010
Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach NIPS 2010
Infinite Predictor Subspace Models for Multitask Learning AISTATS 2010
Transfer Learning for Reinforcement Learning Domains: A Survey JMLR 2009
Bilinear classifiers for visual recognition NIPS 2009
Subject independent EEG-based BCI decoding NIPS 2009
Optimization on a Budget: A Reinforcement Learning Approach NIPS 2008
Phase transitions for high-dimensional joint support recovery NIPS 2008
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NIPS 2008