Domain Adaptation

Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting ICLR 2021 A Unified Speaker Adaptation Approach for ASR EMNLP 2021 Auto-Exposure Fusion for Single-Image Shadow Removal CVPR 2021 Automated Cross-prompt Scoring of Essay Traits AAAI 2021 Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit Interspeech 2021 Automatic Construction of Enterprise Knowledge Base EMNLP 2021 Automatic Extraction of Speech Rhythm Descriptors for Speech Intelligibility Assessment in the Context of Head and Neck Cancers Interspeech 2021 A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021 AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021 Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning EMNLP 2021 Background Splitting: Finding Rare Classes in a Sea of Background CVPR 2021 Back to the basics with inclusion of clinical domain knowledge - A simple, scalable and effective model of Alzheimer’s Disease classification MLHC 2021 Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021 Balanced Open Set Domain Adaptation via Centroid Alignment AAAI 2021 BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation ICCV 2021 Batch greedy maximization of non-submodular functions: Guarantees and applications to experimental design JMLR 2021 Bayesian Adaptation for Covariate Shift NeurIPS 2021 Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition Interspeech 2021 BCORLE(λ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market NeurIPS 2021 BDKG at MEDIQA 2021: System Report for the Radiology Report Summarization Task NAACL 2021 Benefiting From Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution WACV 2021 BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection EACL 2021 Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation ACL 2021 Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes CoRL 2021 Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation AAAI 2021