Domain Adaptation

Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021 Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning NeurIPS 2021 Unsupervised Domain Adaptive 3D Detection With Multi-Level Consistency ICCV 2021 Unsupervised Meta-Domain Adaptation for Fashion Retrieval WACV 2021 Unsupervised Model Adaptation for Continual Semantic Segmentation AAAI 2021 Unsupervised Multi-Source Domain Adaptation for Person Re-Identification CVPR 2021 Unsupervised Multi-Source Domain Adaptation Without Access to Source Data CVPR 2021 Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification Interspeech 2021 Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation WACV 2021 Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning ACL 2021 Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport NeurIPS 2021 Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training CVPR 2021 Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective ICCV 2021 UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction SemEval 2021 User Factor Adaptation for User Embedding via Multitask Learning EACL 2021 Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems EACL 2021 Using Confidential Data for Domain Adaptation of Neural Machine Translation NAACL 2021 Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021 Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer’s Dementia Detection Through Spontaneous Speech Interspeech 2021 UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021 Variational Information Bottleneck Based Regularization for Speaker Recognition Interspeech 2021 Variational Information Bottleneck for Effective Low-Resource Audio Classification Interspeech 2021 Variational Prototype Inference for Few-Shot Semantic Segmentation WACV 2021 Vector-Decomposed Disentanglement for Domain-Invariant Object Detection ICCV 2021 Video Matting via Consistency-Regularized Graph Neural Networks ICCV 2021