Transfer Learning

Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems NeurIPS 2021 PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization NeurIPS 2021 Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning AAAI 2021 Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021 PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training SemEval 2021 Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling NeurIPS 2021 PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos AAAI 2021 Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021 Personalizing Individual Comfort in the Group Setting AAAI 2021 Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration EMNLP 2021 PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation EACL 2021 Predicting Inductive Biases of Pre-Trained Models ICLR 2021 Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021 Predicting the Success of Domain Adaptation in Text Similarity ACL 2021 Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021 Pretraining Boosts Out-of-Domain Robustness for Pose Estimation WACV 2021 Pre-training Methods for Neural Machine Translation ACL 2021 Pretraining Representations for Data-Efficient Reinforcement Learning NeurIPS 2021 Private learning implies quantum stability NeurIPS 2021 Probing Multilingual Language Models for Discourse ACL 2021 Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining ICCV 2021 Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion EMNLP 2021 Progressive Generation of Long Text with Pretrained Language Models NAACL 2021 Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021 Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing EACL 2021