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← Core Methods
Machine Learning
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Core Methods
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Embedding Learning
3,751 papers
Papers per year
2001: 2
2002: 1
2003: 2
2004: 1
2005: 2
2006: 8
2007: 6
2008: 7
2009: 13
2010: 14
2011: 17
2012: 19
2013: 39
2014: 35
2015: 58
2016: 85
2017: 230
2018: 340
2019: 515
2020: 474
2021: 426
2022: 364
2023: 328
2024: 361
2025: 336
2026: 68
Papers
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors
IJCNLP 2021
Spectral embedding for dynamic networks with stability guarantees
NIPS 2021
Learning to Distill Convolutional Features Into Compact Local Descriptors
WACV 2021
Identifying Distributional Perspectives from Colingual Groups
NAACL 2021
Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning
CVPR 2021
Representation Learning Through Latent Canonicalizations
WACV 2021
Data Collection vs. Knowledge Graph Completion: What is Needed to Improve Coverage?
EMNLP 2021
Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition
ICCV 2021
Variational Information Bottleneck Based Regularization for Speaker Recognition
INTERSPEECH 2021
Point Cloud Instance Segmentation Using Probabilistic Embeddings
CVPR 2021
Adapting Speaker Embeddings for Speaker Diarisation
INTERSPEECH 2021
Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval From a Single Image
ICCV 2021
Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering
ACL 2021
Linguistic change and historical periodization of Old Literary Finnish
ACL 2021
Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation
EACL 2021
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations
EMNLP 2021
Language Clustering for Multilingual Named Entity Recognition
EMNLP 2021
Non-Parallel Any-to-Many Voice Conversion by Replacing Speaker Statistics
INTERSPEECH 2021
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion
NAACL 2021
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding
NIPS 2021
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings
ACL 2021
Embedding-based Instance Segmentation in Microscopy
MIDL 2021
Scalable Approach for Normalizing E-commerce Text Attributes (SANTA)
ACL 2021
On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions
EACL 2021
EmbedMask: Embedding Coupling for Instance Segmentation
IJCAI 2021
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