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Embedding Learning

3751 directly classified papers

Papers per year

Papers

BERT Goes Shopping: Comparing Distributional Models for Product Representations IJCNLP 2021
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words IJCNLP 2021
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings IJCNLP 2021
LU-BZU at SemEval-2021 Task 2: Word2Vec and Lemma2Vec performance in Arabic Word-in-Context disambiguation SEMEVAL 2021
As You Like It: Localization via Paired Comparisons JMLR 2021
Multifaceted Domain-Specific Document Embeddings NAACL 2021
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective NIPS 2021
A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval NIPS 2021
On the Embeddings of Variables in Recurrent Neural Networks for Source Code NAACL 2021
Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings NAACL 2021
An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information AAAI 2021
Multi-Task Neural Network for Robust Multiple Speaker Embedding Extraction INTERSPEECH 2021
Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression CVPR 2021
Contrastive Embedding for Generalized Zero-Shot Learning CVPR 2021
Can We Characterize Tasks Without Labels or Features? CVPR 2021
Embedding Transfer With Label Relaxation for Improved Metric Learning CVPR 2021
Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation CVPR 2021
Text-Guided Graph Neural Networks for Referring 3D Instance Segmentation AAAI 2021
Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction AAAI 2021
Edge: Enriching Knowledge Graph Embeddings with External Text NAACL 2021
Nearest Neighbor Classifier Embedded Network for Active Learning AAAI 2021
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders JMLR 2021
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021
Empirical Bayes Matrix Factorization JMLR 2021