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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Active Domain Randomization CORL 2019
Imagined Value Gradients: Model-Based Policy Optimization with Tranferable Latent Dynamics Models CORL 2019
Text Length Adaptation in Sentiment Classification ACML 2019
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers NIPS 2019
Domain Adaptation with BERT-based Domain Classification and Data Selection EMNLP 2019
BERT is Not an Interlingua and the Bias of Tokenization EMNLP 2019
Domain Adaptive Text Style Transfer EMNLP 2019
Neural Cross-Lingual Event Detection with Minimal Parallel Resources EMNLP 2019
Cognate Projection for Low-Resource Inflection Generation ACL 2019
Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL 2019
Identifying Android Malware Using Network-Based Approaches AAAI 2019
IMHO Fine-Tuning Improves Claim Detection NAACL 2019
Issue Framing in Online Discussion Fora NAACL 2019
Practical Semantic Parsing for Spoken Language Understanding NAACL 2019
Revisiting NMT for Normalization of Early English Letters NAACL 2019
Rapid Performance Gain through Active Model Reuse IJCAI 2019
Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse AAAI 2019
Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution AAAI 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons AAAI 2019
Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019
Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding AAAI 2019
Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification NAACL 2019
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding NAACL 2019
Low-Dimensional Density Ratio Estimation for Covariate Shift Correction AISTATS 2019