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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
On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions
EACL 2021
Label Embedding for Chinese Grapheme-to-Phoneme Conversion
INTERSPEECH 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
Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic
NIPS 2021
Learning Graph Embeddings for Compositional Zero-Shot Learning
CVPR 2021
EventKE: Event-Enhanced Knowledge Graph Embedding
EMNLP 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
ACL 2021
Variational Information Bottleneck Based Regularization for Speaker Recognition
INTERSPEECH 2021
Contrastive Embedding for Generalized Zero-Shot Learning
CVPR 2021
Modeling Fine-Grained Entity Types with Box Embeddings
IJCNLP 2021
One-Shot Voice Conversion with Speaker-Agnostic StarGAN
INTERSPEECH 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration
EMNLP 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition
ICCV 2021
Detecting Lexical Semantic Change across Corpora with Smooth Manifolds (Student Abstract)
AAAI 2021
Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation
EACL 2021
Embedding-based Instance Segmentation in Microscopy
MIDL 2021
Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval From a Single Image
ICCV 2021
Linguistic change and historical periodization of Old Literary Finnish
ACL 2021
Language Clustering for Multilingual Named Entity Recognition
EMNLP 2021
LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning
ICCV 2021
The Value-Improvement Path: Towards Better Representations for Reinforcement Learning
AAAI 2021
Associating Objects with Transformers for Video Object Segmentation
NIPS 2021
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