Domain Adaptation

Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective IJCAI 2020 Stable Learning via Sample Reweighting AAAI 2020 Stable Prediction with Model Misspecification and Agnostic Distribution Shift AAAI 2020 State Alignment-based Imitation Learning ICLR 2020 Statistical Learning with a Nuisance Component (Extended Abstract) IJCAI 2020 StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching CVPR 2020 Stochastic Classifiers for Unsupervised Domain Adaptation CVPR 2020 Stochastic Normalization NeurIPS 2020 Structure-Aware Feature Fusion for Unsupervised Domain Adaptation AAAI 2020 Structure-Guided Ranking Loss for Single Image Depth Prediction CVPR 2020 Structure Preserving Generative Cross-Domain Learning CVPR 2020 Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding Interspeech 2020 Style Normalization and Restitution for Generalizable Person Re-Identification CVPR 2020 SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain EMNLP 2020 Supervised Domain Adaptation for Text-Independent Speaker Verification Using Limited Data Interspeech 2020 SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving CVPR 2020 Swimming with the Tide? Positional Claim Detection across Political Text Types EMNLP 2020 Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes CVPR 2020 Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction COLING 2020 Synthesizing Aspect-Driven Recommendation Explanations from Reviews IJCAI 2020 Synthetic Depth Transfer for Monocular 3D Object Pose Estimation in the Wild AAAI 2020 Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts EMNLP 2020 Team DiSaster at SemEval-2020 Task 11: Combining BERT and Hand-crafted Features for Identifying Propaganda Techniques in News SemEval 2020 Team Oulu at SemEval-2020 Task 12: Multilingual Identification of Offensive Language, Type and Target of Twitter Post Using Translated Datasets SemEval 2020 Team_Swift at SemEval-2020 Task 9: Tiny Data Specialists through Domain-Specific Pre-training on Code-Mixed Data SemEval 2020