← Core Methods
Machine Learning › Core Methods ›

Embedding Learning

3751 directly classified papers

Papers per year

Papers

Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NIPS 2021
Empirical Bayes Matrix Factorization JMLR 2021
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective NIPS 2021
Combinatorial Learning of Graph Edit Distance via Dynamic Embedding CVPR 2021
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021
Learning Syntactic Dense Embedding with Correlation Graph for Automatic Readability Assessment IJCNLP 2021
Tailoring Embedding Function to Heterogeneous Few-Shot Tasks by Global and Local Feature Adaptors AAAI 2021
Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification IJCNLP 2021
Unfolding-Model-Based Visualization: Theory, Method and Applications JMLR 2021
Modeling Fine-Grained Entity Types with Box Embeddings IJCNLP 2021
Conceptualized and Contextualized Gaussian Embedding AAAI 2021
Objective-Based Hierarchical Clustering of Deep Embedding Vectors AAAI 2021
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval IJCNLP 2021
Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales CVPR 2021
Using contextual and cross-lingual word embeddings to improve variety in template-based NLG for automated journalism EACL 2021
Point Cloud Instance Segmentation Using Probabilistic Embeddings CVPR 2021
Learning Graph Embeddings for Compositional Zero-Shot Learning CVPR 2021
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation CVPR 2021
Probabilistic Embeddings for Cross-Modal Retrieval CVPR 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning CONLL 2021
Learning Term Embeddings for Lexical Taxonomies AAAI 2021
Joint Learning of 3D Shape Retrieval and Deformation CVPR 2021
Learning Progressive Point Embeddings for 3D Point Cloud Generation CVPR 2021