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Transfer Learning

8,166 papers

Papers per year

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Papers

NICT’s Machine Translation Systems for the WMT19 Similar Language Translation Task ACL 2019
Variational Conditional GAN for Fine-grained Controllable Image Generation ACML 2019
Multi-modal Representation Learning for Successive POI Recommendation ACML 2019
Forward and Backward Knowledge Transfer for Sentiment Classification ACML 2019
Text Length Adaptation in Sentiment Classification ACML 2019
From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019
Active Exploration in Markov Decision Processes AISTATS 2019
Infinite Task Learning in RKHSs AISTATS 2019
Wasserstein regularization for sparse multi-task regression AISTATS 2019
Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning AISTATS 2019
Accelerating Imitation Learning with Predictive Models AISTATS 2019
Generalize Across Tasks: Efficient Algorithms for Linear Representation Learning ALT 2019
Online Influence Maximization with Local Observations ALT 2019
Statistical Learning with a Nuisance Component COLT 2019
Open Problem: Is Margin Sufficient for Non-Interactive Private Distributed Learning? COLT 2019
Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets CONLL 2019
Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning CONLL 2019
Low-Resource Parsing with Crosslingual Contextualized Representations CONLL 2019
Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CONLL 2019
Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation CONLL 2019
Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources CONLL 2019
Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis CONLL 2019
AutoAugment: Learning Augmentation Strategies From Data CVPR 2019
Meta-Transfer Learning for Few-Shot Learning CVPR 2019
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization CVPR 2019