representation learning

Looking Wider for Better Adaptive Representation in Few-Shot Learning AAAI 2021 Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses NeurIPS 2021 Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models EMNLP 2021 LRSC: Learning Representations for Subspace Clustering AAAI 2021 M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training CVPR 2021 Manipulator-Independent Representations for Visual Imitation RSS 2021 Mapping probability word problems to executable representations EMNLP 2021 MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events IJCAI 2021 Mean Shift for Self-Supervised Learning ICCV 2021 Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021 MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation MLHC 2021 Melodic Phrase Attention Network for Symbolic Data-based Music Genre Classification (Student Abstract) AAAI 2021 Meta-Adaptive Nonlinear Control: Theory and Algorithms NeurIPS 2021 Meta-learning to Improve Pre-training NeurIPS 2021 MetaSets: Meta-Learning on Point Sets for Generalizable Representations CVPR 2021 MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering ICLR 2021 MICo: Improved representations via sampling-based state similarity for Markov decision processes NeurIPS 2021 Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021 Mining Contextual Information Beyond Image for Semantic Segmentation ICCV 2021 MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms NeurIPS 2021 Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities ACL 2021 Mixture-Based Feature Space Learning for Few-Shot Image Classification ICCV 2021 MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models MIDL 2021 Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021 Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021