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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Brain-Mediated Transfer Learning of Convolutional Neural Networks AAAI 2020
AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning AAAI 2020
DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier AAAI 2020
Transfer Reinforcement Learning Using Output-Gated Working Memory AAAI 2020
Theory-Based Causal Transfer:Integrating Instance-Level Induction and Abstract-Level Structure Learning AAAI 2020
Lightweight and Robust Representation of Economic Scales from Satellite Imagery AAAI 2020
Hierarchical Granularity Transfer Learning NIPS 2020
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs NIPS 2020
ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA NIPS 2020
Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data AAAI 2020
Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials AAAI 2020
Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection AAAI 2020
Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments AAAI 2020
Low Resource Sequence Tagging with Weak Labels AAAI 2020
Context-Transformer: Tackling Object Confusion for Few-Shot Detection AAAI 2020
Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources ICML 2020
Warren at SemEval-2020 Task 4: ALBERT and Multi-Task Learning for Commonsense Validation SEMEVAL 2020
Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020
Meta-Transfer Learning for Code-Switched Speech Recognition ACL 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ACL 2020
Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus ACL 2020
Temporally-Informed Analysis of Named Entity Recognition ACL 2020
jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models ACL 2020
Predicting the Difficulty and Response Time of Multiple Choice Questions Using Transfer Learning ACL 2020
Arabic Dialect Identification Using BERT Fine-Tuning COLING 2020