Domain Adaptation

Robust Federated Learning: The Case of Affine Distribution Shifts NeurIPS 2020 Robust Learning with the Hilbert-Schmidt Independence Criterion ICML 2020 Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NeurIPS 2020 Routing Enforced Generative Model for Recipe Generation EMNLP 2020 Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks AAAI 2020 Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance CVPR 2020 SATNet: Symmetric Adversarial Transfer Network Based on Two-Level Alignment Strategy towards Cross-Domain Sentiment Classification (Student Abstract) AAAI 2020 Scale Match for Tiny Person Detection WACV 2020 Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions EMNLP 2020 Screenplay Quality Assessment: Can We Predict Who Gets Nominated? ACL 2020 Segment-Level Effects of Gender, Nationality and Emotion Information on Text-Independent Speaker Verification Interspeech 2020 Selective Question Answering under Domain Shift ACL 2020 Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation CVPR 2020 Self-adaptive Re-weighted Adversarial Domain Adaptation IJCAI 2020 Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID NeurIPS 2020 Self-Supervised Adversarial Multi-Task Learning for Vocoder-Based Monaural Speech Enhancement Interspeech 2020 Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020 Self-Supervised Representations Improve End-to-End Speech Translation Interspeech 2020 Self-training Avoids Using Spurious Features Under Domain Shift NeurIPS 2020 Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations COLING 2020 Semi-Supervised Learning under Class Distribution Mismatch AAAI 2020 SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis COLING 2020 Set Functions for Time Series ICML 2020 Shared Space Transfer Learning for analyzing multi-site fMRI data NeurIPS 2020 SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation CVPR 2020