Transfer Learning

Transferable Semantic Augmentation for Domain Adaptation CVPR 2021 Transfer-Based Semantic Anomaly Detection ICML 2021 Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021 Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19 Interspeech 2021 Transfer Learning for Efficient Iterative Safety Validation AAAI 2021 Transfer Learning of Engagement Recognition within Robot-Assisted Therapy for Children with Autism AAAI 2021 Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 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 Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021 Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021 Translation Transformers Rediscover Inherent Data Domains EMNLP 2021 TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning AAAI 2021 TUDa at WMT21: Sentence-Level Direct Assessment with Adapters EMNLP 2021 Tune in: The AFRL WMT21 News-Translation Systems EMNLP 2021 UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts NAACL 2021 UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021 Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning ACL 2021 Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021 UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling EMNLP 2021 UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation CVPR 2021 Universal Representation Learning From Multiple Domains for Few-Shot Classification ICCV 2021 Unshuffling Data for Improved Generalization in Visual Question Answering ICCV 2021 Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach EMNLP 2021 Unsupervised Cross-Lingual Representation Learning for Speech Recognition Interspeech 2021