Representation Learning

Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets CVPR 2022 Equivariance Discovery by Learned Parameter-Sharing AISTATS 2022 Equivariant Point Cloud Analysis via Learning Orientations for Message Passing CVPR 2022 Equivariant Priors for compressed sensing with unknown orientation ICML 2022 Equivariant Quantum Graph Circuits ICML 2022 Equivariant Transduction through Invariant Alignment COLING 2022 Equivariant Transformers for Neural Network based Molecular Potentials ICLR 2022 Equivariant Transporter Network RSS 2022 ER: Equivariance Regularizer for Knowledge Graph Completion AAAI 2022 ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions AAAI 2022 ER-SAN: Enhanced-Adaptive Relation Self-Attention Network for Image Captioning IJCAI 2022 Estimating Density Models with Truncation Boundaries using Score Matching JMLR 2022 Estimating Example Difficulty Using Variance of Gradients CVPR 2022 Estimating graphical models for count data with applications to single-cell gene network NeurIPS 2022 ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography NeurIPS 2022 Eureka: Neural Insight Learning for Knowledge Graph Reasoning COLING 2022 Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention EMNLP 2022 Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NeurIPS 2022 Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks ACL 2022 Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment ACL 2022 Evaluating Disentanglement of Structured Representations ICLR 2022 Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts NeurIPS 2022 Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022 Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval EMNLP 2022 Evaluation Methods for Representation Learning: A Survey IJCAI 2022