Self-Supervised Learning

EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain NAACL 2021 Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation ICCV 2021 Equivariant Imaging: Learning Beyond the Range Space ICCV 2021 ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021 ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs AAAI 2021 Euphemistic Phrase Detection by Masked Language Model EMNLP 2021 EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders MLHC 2021 Evaluating the Acquisition of Semantic Knowledge from Cross-situational Learning in Artificial Neural Networks NAACL 2021 Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021 Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation ICCV 2021 Explaining Self-Supervised Image Representations with Visual Probing IJCAI 2021 Explaining Time Series Predictions with Dynamic Masks ICML 2021 Explanations for Occluded Images ICCV 2021 Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation AAAI 2021 Exploiting Behavioral Consistence for Universal User Representation AAAI 2021 Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021 Exploratory Model Analysis Using Data-Driven Neuron Representations EMNLP 2021 Explore the Context: Optimal Data Collection for Context-Conditional Dynamics Models AISTATS 2021 Explore wav2vec 2.0 for Mispronunciation Detection Interspeech 2021 Exploring Balanced Feature Spaces for Representation Learning ICLR 2021 Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021 Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection ICCV 2021 Exploring Metaphoric Paraphrase Generation CoNLL 2021 Exploring Non-Autoregressive Text Style Transfer EMNLP 2021 Exploring Simple Siamese Representation Learning CVPR 2021