Domain Adaptation

MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation SemEval 2021 MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021 MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection CVPR 2021 Me, myself, and ire: Effects of automatic transcription quality on emotion, sarcasm, and personality detection EACL 2021 MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation CVPR 2021 Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning ICCV 2021 MetaCorrection: Domain-Aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation CVPR 2021 Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation AAAI 2021 Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains ACL 2021 Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness ICCV 2021 Metaphor Generation with Conceptual Mappings ACL 2021 Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain IJCAI 2021 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021 Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval AAAI 2021 Mind the Performance Gap: Examining Dataset Shift During Prospective Validation MLHC 2021 Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021 Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities ACL 2021 MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021 Mobile-based Clock Drawing Test for Detecting Early Signs of Dementia AAAI 2021 MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models MIDL 2021 Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data NeurIPS 2021 Model-Agnostic Fast Adaptive Multi-Objective Balancing Algorithm for Multilingual Automatic Speech Recognition Model Training Interspeech 2021 Modeling Dialectal Variation for Swiss German Automatic Speech Recognition Interspeech 2021 Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021 Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction AAAI 2021