Domain Adaptation

PPR10K: A Large-Scale Portrait Photo Retouching Dataset With Human-Region Mask and Group-Level Consistency CVPR 2021 PQA: Perceptual Question Answering CVPR 2021 Predicting the Success of Domain Adaptation in Text Similarity ACL 2021 Predicting With Confidence on Unseen Distributions ICCV 2021 Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021 Pretrained Transformers for Text Ranking: BERT and Beyond NAACL 2021 Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021 Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking ACL 2021 Property-Aware Relation Networks for Few-Shot Molecular Property Prediction NeurIPS 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 Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings EACL 2021 PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging SemEval 2021 QIAI at MEDIQA 2021: Multimodal Radiology Report Summarization NAACL 2021 QMUL-SDS at SCIVER: Step-by-Step Binary Classification for Scientific Claim Verification NAACL 2021 Quality Estimation without Human-labeled Data EACL 2021 Radar-Camera Pixel Depth Association for Depth Completion CVPR 2021 RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ACL 2021 Ranking Models in Unlabeled New Environments ICCV 2021 RDA: Robust Domain Adaptation via Fourier Adversarial Attacking ICCV 2021 ReAct: Out-of-distribution Detection With Rectified Activations NeurIPS 2021 Real-World Video Super-Resolution: A Benchmark Dataset and a Decomposition Based Learning Scheme ICCV 2021