Domain Adaptation

Margin Calibration for Long-Tailed Visual Recognition ACML 2022 Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation WACV 2022 MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation EMNLP 2022 Measurement Extraction with Natural Language Processing: A Review EMNLP 2022 Measuring Robustness for NLP COLING 2022 Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns ACL 2022 MedSelect: Selective Labeling for Medical Image Classification Using Meta-Learning MIDL 2022 ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases ICML 2022 MEMO: Test Time Robustness via Adaptation and Augmentation NeurIPS 2022 MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning IJCAI 2022 Mere Contrastive Learning for Cross-Domain Sentiment Analysis COLING 2022 Meta-Auto-Decoder for Solving Parametric Partial Differential Equations NeurIPS 2022 Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts NeurIPS 2022 MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts ICLR 2022 MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NeurIPS 2022 Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning WACV 2022 METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy WACV 2022 MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities SemEval 2022 Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks ICLR 2022 Minimax optimal approaches to the label shift problem in non-parametric settings JMLR 2022 Minimax Regret Optimization for Robust Machine Learning under Distribution Shift COLT 2022 Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering COLING 2022 Missingness Bias in Model Debugging ICLR 2022 Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing COLING 2022 Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization ICML 2022