Transfer Learning

Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning CVPR 2021 Semantic Concentration for Domain Adaptation ICCV 2021 Sequence Length is a Domain: Length-based Overfitting in Transformer Models EMNLP 2021 Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer ICML 2021 SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks EMNLP 2021 Single-dataset Experts for Multi-dataset Question Answering EMNLP 2021 Single-View Robot Pose and Joint Angle Estimation via Render & Compare CVPR 2021 SIPSA-Net: Shift-Invariant Pan Sharpening With Moving Object Alignment for Satellite Imagery CVPR 2021 Small Model and In-Domain Data Are All You Need EMNLP 2021 Source-Free Domain Adaptation for Semantic Segmentation CVPR 2021 SpanAlign: Efficient Sequence Tagging Annotation Projection into Translated Data applied to Cross-Lingual Opinion Mining EMNLP 2021 Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021 Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders ACL 2021 Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021 Strengthen Learning Tolerance for Weakly Supervised Object Localization CVPR 2021 Structural Adapters in Pretrained Language Models for AMR-to-Text Generation EMNLP 2021 Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing EMNLP 2021 Supervising the Transfer of Reasoning Patterns in VQA NeurIPS 2021 Syntax-augmented Multilingual BERT for Cross-lingual Transfer ACL 2021 Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021 System description for ProfNER - SMMH: Optimized finetuning of a pretrained transformer and word vectors NAACL 2021 T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021 TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection EMNLP 2021 TaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech Synthesis AAAI 2021 Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ACL 2021