Embedding Learning

Polar Embedding CoNLL 2021 Pooling by Sliced-Wasserstein Embedding NeurIPS 2021 Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction AAAI 2021 Prior Image-Constrained Reconstruction using Style-Based Generative Models ICML 2021 Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings CVPR 2021 Probabilistic Embeddings for Cross-Modal Retrieval CVPR 2021 Profiling of Intertextuality in Latin Literature Using Word Embeddings NAACL 2021 Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords EMNLP 2021 PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings JMLR 2021 Pykg2vec: A Python Library for Knowledge Graph Embedding JMLR 2021 QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval NAACL 2021 Quaternion Graph Neural Networks ACML 2021 Query2Prod2Vec: Grounded Word Embeddings for eCommerce NAACL 2021 Refining BERT Embeddings for Document Hashing via Mutual Information Maximization EMNLP 2021 Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph AAAI 2021 RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification EMNLP 2021 RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding EACL 2021 Representation Learning for Sequence Data with Deep Autoencoding Predictive Components ICLR 2021 Representation Learning Through Latent Canonicalizations WACV 2021 Representing ELMo embeddings as two-dimensional text online EACL 2021 Representing Hyperbolic Space Accurately using Multi-Component Floats NeurIPS 2021 Residual2Vec: Debiasing graph embedding with random graphs NeurIPS 2021 Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives ICML 2021 Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval ICCV 2021 Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks AAAI 2021