Domain Adaptation

Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge EACL 2021 Recovering Latent Causal Factor for Generalization to Distributional Shifts NeurIPS 2021 Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation ICCV 2021 Red Carpet to Fight Club: Partially-Supervised Domain Transfer for Face Recognition in Violent Videos WACV 2021 Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering EMNLP 2021 Reducing Domain Gap by Reducing Style Bias CVPR 2021 Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment NeurIPS 2021 Re-Energizing Domain Discriminator With Sample Relabeling for Adversarial Domain Adaptation ICCV 2021 Regional Attention Networks With Context-Aware Fusion for Group Emotion Recognition WACV 2021 Regressive Domain Adaptation for Unsupervised Keypoint Detection CVPR 2021 Regularising Fisher Information Improves Cross-lingual Generalisation EMNLP 2021 Regularizing towards Causal Invariance: Linear Models with Proxies ICML 2021 Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection NeurIPS 2021 Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience NeurIPS 2021 Representation Subspace Distance for Domain Adaptation Regression ICML 2021 Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning ICLR 2021 Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech EMNLP 2021 Rethinking Neural Operations for Diverse Tasks NeurIPS 2021 Rethinking Text Segmentation: A Novel Dataset and a Text-Specific Refinement Approach CVPR 2021 Revisiting Batch Normalization for Improving Corruption Robustness WACV 2021 Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection AAAI 2021 Reweighting Augmented Samples by Minimizing the Maximal Expected Loss ICLR 2021 Rich Features for Perceptual Quality Assessment of UGC Videos CVPR 2021 Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs JMLR 2021 RMA: Rapid Motor Adaptation for Legged Robots RSS 2021