Transfer Learning

APS: Active Pretraining with Successor Features ICML 2021 A Relation-Oriented Clustering Method for Open Relation Extraction EMNLP 2021 A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning ICML 2021 A Scalable Gradient Free Method for Bayesian Experimental Design with Implicit Models AISTATS 2021 A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations EMNLP 2021 ASMR: Learning Attribute-Based Person Search With Adaptive Semantic Margin Regularizer ICCV 2021 Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework AAAI 2021 A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting AAAI 2021 A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios NAACL 2021 Asymmetric Metric Learning for Knowledge Transfer CVPR 2021 A Theoretical Analysis of Fine-tuning with Linear Teachers NeurIPS 2021 A Theory of Multiple-Source Adaptation with Limited Target Labeled Data AISTATS 2021 Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes AAAI 2021 Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection Interspeech 2021 Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition NAACL 2021 A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations AAAI 2021 A Uniform Abstraction Framework for Generalized Planning IJCAI 2021 Automatic Error Correction for Speaker Embedding Learning with Noisy Labels Interspeech 2021 A variational approximation for analyzing the dynamics of panel data UAI 2021 A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021 AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021 AW-Opt: Learning Robotic Skills with Imitation andReinforcement at Scale CoRL 2021 Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021 Bandits with partially observable confounded data UAI 2021 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model EMNLP 2021