Domain Adaptation

Approximate Distributionally Robust Nonlinear Optimization with Application to Model Predictive Control: A Functional Approach L4DC 2021 A Preliminary Study on Evaluating Consultation Notes With Post-Editing EACL 2021 A Prototype-Oriented Framework for Unsupervised Domain Adaptation NeurIPS 2021 Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search EMNLP 2021 A regularization term for slide correlation reduction in whole slide image analysis with deep learning MIDL 2021 Are Labels Always Necessary for Classifier Accuracy Evaluation? CVPR 2021 Are These From the Same Place? Seeing the Unseen in Cross-View Image Geo-Localization WACV 2021 Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims ACL 2021 A Scalable Two Stage Approach to Computing Optimal Decision Sets AAAI 2021 A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code NAACL 2021 A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders EMNLP 2021 ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling ACL 2021 A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting AAAI 2021 A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech Interspeech 2021 A Study of Morphological Robustness of Neural Machine Translation ACL 2021 A Survey of Machine Learning-Based Physics Event Generation IJCAI 2021 A Systematic Review and Analysis of Multilingual Data Strategies in Text-to-Speech for Low-Resource Languages Interspeech 2021 A Theory of Label Propagation for Subpopulation Shift ICML 2021 A Theory of Multiple-Source Adaptation with Limited Target Labeled Data AISTATS 2021 A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation EMNLP 2021 Attack-Guided Perceptual Data Generation for Real-World Re-Identification ICCV 2021 Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion ICCV 2021 Attentive Multiview Text Representation for Differential Diagnosis ACL 2021 Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection Interspeech 2021 Augmented Experiment in Material Engineering Using Machine Learning AAAI 2021