← Learning Types
Machine Learning › Learning Types ›

Transfer Learning

3884 directly classified papers

Papers per year

Papers

Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection NAACL 2021
Morphological Segmentation for Seneca NAACL 2021
Olá, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer NAACL 2021
UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts NAACL 2021
Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers NAACL 2021
Mitigating Temporal-Drift: A Simple Approach to Keep NER Models Crisp NAACL 2021
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization ICML 2021
Transfer-Based Semantic Anomaly Detection ICML 2021
Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021
Environment Inference for Invariant Learning ICML 2021
Self-Paced Context Evaluation for Contextual Reinforcement Learning ICML 2021
PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning ICML 2021
Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification ICML 2021
Near-Optimal Linear Regression under Distribution Shift ICML 2021
Provably Efficient Learning of Transferable Rewards ICML 2021
Offline Meta-Reinforcement Learning with Advantage Weighting ICML 2021
Policy Caches with Successor Features ICML 2021
Cross-domain Imitation from Observations ICML 2021
Large-Scale Meta-Learning with Continual Trajectory Shifting ICML 2021
Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021
Learning a Universal Template for Few-shot Dataset Generalization ICML 2021
Improved OOD Generalization via Adversarial Training and Pretraing ICML 2021
Multi-Hop Fact Checking of Political Claims IJCAI 2021
A Survey on Low-Resource Neural Machine Translation IJCAI 2021
Hierarchical Self-supervised Augmented Knowledge Distillation IJCAI 2021