Domain Adaptation

Real-time Classification, Geolocation and Interactive Visualization of COVID-19 Information Shared on Social Media to Better Understand Global Developments EMNLP 2020 Recognize Mispronunciations to Improve Non-Native Acoustic Modeling Through a Phone Decoder Built from One Edit Distance Finite State Automaton Interspeech 2020 Recognizing Instagram Filtered Images with Feature De-Stylization AAAI 2020 Reconciliation of Multiple Corpora for Speech Emotion Recognition by Multiple Classifiers with an Adversarial Corpus Discriminator Interspeech 2020 Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem ACL 2020 Region Pooling with Adaptive Feature Fusion for End-to-End Person Recognition WACV 2020 Regression under Human Assistance AAAI 2020 Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport AISTATS 2020 Regularized Wasserstein Means for Aligning Distributional Data AAAI 2020 Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D NeurIPS 2020 Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification Interspeech 2020 Relative and Incomplete Time Expression Anchoring for Clinical Text EMNLP 2020 Reliable Weighted Optimal Transport for Unsupervised Domain Adaptation CVPR 2020 Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data AAAI 2020 REST: Performance Improvement of a Black Box Model via RL-Based Spatial Transformation AAAI 2020 Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective CVPR 2020 Rethinking Importance Weighting for Deep Learning under Distribution Shift NeurIPS 2020 Rethinking the Hyperparameters for Fine-tuning ICLR 2020 Returning the N to NLP: Towards Contextually Personalized Classification Models ACL 2020 RL-CycleGAN: Reinforcement Learning Aware Simulation-to-Real CVPR 2020 RoboTHOR: An Open Simulation-to-Real Embodied AI Platform CVPR 2020 Robust causal inference under covariate shift via worst-case subpopulation treatment effects COLT 2020 Robust Collective Classification against Structural Attacks UAI 2020 Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons AAAI 2020 Robust Correction of Sampling Bias using Cumulative Distribution Functions NeurIPS 2020