Domain Adaptation

Improving Classifier Confidence using Lossy Label-Invariant Transformations AISTATS 2021 Improving Cross-Domain Hate Speech Detection by Reducing the False Positive Rate NAACL 2021 Improving Customization of Neural Transducers by Mitigating Acoustic Mismatch of Synthesized Audio Interspeech 2021 Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction ACL 2021 Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details MIDL 2021 Improving Multilingual Translation by Representation and Gradient Regularization EMNLP 2021 Improving Multi-Party Dialogue Discourse Parsing via Domain Integration EMNLP 2021 Improving Predictors via Combination Across Diverse Task Categories ICML 2021 Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021 Improving RNN-T for Domain Scaling Using Semi-Supervised Training with Neural TTS Interspeech 2021 Improving Span Representation for Domain-adapted Coreference Resolution EMNLP 2021 Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions (Student Abstract) AAAI 2021 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021 Incorporating causal graphical prior knowledge into predictive modeling via simple data augmentation UAI 2021 Incorporating External Knowledge to Enhance Tabular Reasoning NAACL 2021 Incorporating medical knowledge in BERT for clinical relation extraction EMNLP 2021 Incorporating Unlabeled Data into Distributionally Robust Learning JMLR 2021 Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features ACL 2021 Information-Theoretic Regularization for Multi-Source Domain Adaptation ICCV 2021 Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection CVPR 2021 Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation AAAI 2021 Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation CVPR 2021 Instance-Level Image Retrieval Using Reranking Transformers ICCV 2021 Integrating Categorical Semantics into Unsupervised Domain Translation ICLR 2021 Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations AAAI 2021