Embedding Learning

Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations EMNLP 2021 Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss MIDL 2021 Objective-Based Hierarchical Clustering of Deep Embedding Vectors AAAI 2021 Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021 One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective NeurIPS 2021 One-Shot Voice Conversion with Speaker-Agnostic StarGAN Interspeech 2021 One-Sketch-for-All: Non-linear Random Features from Compressed Linear Measurements AISTATS 2021 On Learning Sets of Symmetric Elements (Extended Abstract) IJCAI 2021 Online Graph Dictionary Learning ICML 2021 On Scalar Embedding of Relative Positions in Attention Models AAAI 2021 On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions EACL 2021 On the Embeddings of Variables in Recurrent Neural Networks for Source Code NAACL 2021 OntoED: Low-resource Event Detection with Ontology Embedding ACL 2021 Open Knowledge Graphs Canonicalization using Variational Autoencoders EMNLP 2021 Overlapping Spaces for Compact Graph Representations NeurIPS 2021 PairRE: Knowledge Graph Embeddings via Paired Relation Vectors ACL 2021 Paraphrases do not explain word analogies EACL 2021 Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval From a Single Image ICCV 2021 Patterns of Polysemy and Homonymy in Contextualised Language Models EMNLP 2021 PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021 Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021 Phonovisual Biases in Language: is the Lexicon Tied to the Visual World? IJCAI 2021 Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration EMNLP 2021 Point Cloud Instance Segmentation Using Probabilistic Embeddings CVPR 2021 PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery IJCAI 2021