← Learning Paradigms
Machine Learning › Learning Paradigms ›

Transfer Learning

1113 directly classified papers

Papers per year

Papers

Learning To Generate the Unknowns as a Remedy to the Open-Set Domain Shift WACV 2022
Coupled Training for Multi-Source Domain Adaptation WACV 2022
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation COLING 2022
MECI: A Multilingual Dataset for Event Causality Identification COLING 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Multilingual Word Sense Disambiguation with Unified Sense Representation COLING 2022
Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022
Meta Learning for Natural Language Processing: A Survey NAACL 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022
Frustratingly Easy Transferability Estimation ICML 2022
ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias ICML 2022
Zero-shot AutoML with Pretrained Models ICML 2022
The Teaching Dimension of Regularized Kernel Learners ICML 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ICML 2022
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond ICML 2022
Transfer Learning Based Adaptive Automated Negotiating Agent Framework IJCAI 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition INTERSPEECH 2022
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data INTERSPEECH 2022
A Transfer and Multi-Task Learning based Approach for MOS Prediction INTERSPEECH 2022
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022
Transfer Learning for Color Constancy via Statistic Perspective AAAI 2022
Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification AAAI 2022
Challenges in including extra-linguistic context in pre-trained language models ACL 2022
Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task ACL 2022