Transfer Learning

Towards Reusable Network Components by Learning Compatible Representations AAAI 2021 Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021 Training Neural Networks with Fixed Sparse Masks NeurIPS 2021 “Train one, Classify one, Teach one” - Cross-surgery transfer learning for surgical step recognition MIDL 2021 Transferable Semantic Augmentation for Domain Adaptation CVPR 2021 Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021 Transfer Learning with Shallow Decoders: BSC at WMT2021’s Multilingual Low-Resource Translation for Indo-European Languages Shared Task EMNLP 2021 Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021 Transitional Adaptation of Pretrained Models for Visual Storytelling CVPR 2021 Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search CVPR 2021 TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning AAAI 2021 Tribrid: Stance Classification with Neural Inconsistency Detection EMNLP 2021 TUDa at WMT21: Sentence-Level Direct Assessment with Adapters EMNLP 2021 Tune in: The AFRL WMT21 News-Translation Systems EMNLP 2021 Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation EMNLP 2021 U-BERT: Pre-training User Representations for Improved Recommendation AAAI 2021 Uncertainty Reduction for Model Adaptation in Semantic Segmentation CVPR 2021 Understanding Robustness of Transformers for Image Classification ICCV 2021 UnitedQA: A Hybrid Approach for Open Domain Question Answering ACL 2021 UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021 Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021 Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021 VIGOR: Cross-View Image Geo-Localization Beyond One-to-One Retrieval CVPR 2021 VirTex: Learning Visual Representations From Textual Annotations CVPR 2021