domain adaptation

Overparameterization Improves Robustness to Covariate Shift in High Dimensions NeurIPS 2021 Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021 Pareto Domain Adaptation NeurIPS 2021 PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization NeurIPS 2021 Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021 PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition EMNLP 2021 Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification CVPR 2021 Personalized Image Semantic Segmentation ICCV 2021 Phrase-level Active Learning for Neural Machine Translation EMNLP 2021 Physics-Based Differentiable Depth Sensor Simulation ICCV 2021 PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation ICCV 2021 PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training CVPR 2021 Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021 Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding RSS 2021 Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer EMNLP 2021 Predicting the Success of Domain Adaptation in Text Similarity ACL 2021 Predicting With Confidence on Unseen Distributions ICCV 2021 Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021 Progressive Generation of Long Text with Pretrained Language Models NAACL 2021 PROTEST-ER: Retraining BERT for Protest Event Extraction ACL 2021 Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021 Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation CVPR 2021 Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation NAACL 2021 PSD: Principled Synthetic-to-Real Dehazing Guided by Physical Priors CVPR 2021 Pseudo Facial Generation With Extreme Poses for Face Recognition CVPR 2021