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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Automatic Patient Note Assessment without Strong Supervision EMNLP 2022
Zero-shot Cross-Lingual Counterfactual Detection via Automatic Extraction and Prediction of Clue Phrases EMNLP 2022
Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models EMNLP 2022
A Weak Supervised Transfer Learning Approach for Sentiment Analysis to the Kuwaiti Dialect EMNLP 2022
Findings of the WMT 2022 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT EMNLP 2022
Test Time Adaptation via Conjugate Pseudo-labels NIPS 2022
Disentangling Transfer in Continual Reinforcement Learning NIPS 2022
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor NIPS 2022
Efficient learning of nonlinear prediction models with time-series privileged information NIPS 2022
Respecting Transfer Gap in Knowledge Distillation NIPS 2022
Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions NIPS 2022
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models NIPS 2022
Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks NIPS 2022
Transfer Learning and Masked Generation for Answer Verbalization NAACL 2022
Knowledge Transfer between Structured and Unstructured Sources for Complex Question Answering NAACL 2022
For high-dimensional hierarchical models, consider exchangeability of effects across covariates instead of across datasets NIPS 2021
Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning NIPS 2021
An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning NIPS 2021
Exploiting a Zoo of Checkpoints for Unseen Tasks NIPS 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach NIPS 2021
How to transfer algorithmic reasoning knowledge to learn new algorithms? NIPS 2021
Transfer Learning of Engagement Recognition within Robot-Assisted Therapy for Children with Autism AAAI 2021
Representing the Unification of Text Featurization using a Context-Free Grammar AAAI 2021
Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition AAAI 2021
Low-Fidelity Video Encoder Optimization for Temporal Action Localization NIPS 2021