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Methodology
← Core Methods
Machine Learning
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Core Methods
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Embedding Learning
3751 directly classified 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
Towards Universal Representation Learning for Deep Face Recognition
CVPR 2020
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
AAAI 2020
Diachronic Embedding for Temporal Knowledge Graph Completion
AAAI 2020
Link Prediction between Group Entities in Knowledge Graphs (Student Abstract)
AAAI 2020
Zero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space
IJCAI 2020
The TalTech Systems for the Short-Duration Speaker Verification Challenge 2020
INTERSPEECH 2020
Grounded Compositional Outputs for Adaptive Language Modeling
EMNLP 2020
Task-oriented Domain-specific Meta-Embedding for Text Classification
EMNLP 2020
Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding
EMNLP 2020
When is a bishop not like a rook? When it’s like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships
EMNLP 2020
Generative 3D Part Assembly via Dynamic Graph Learning
NIPS 2020
Adaptive Cross-Modal Embeddings for Image-Text Alignment
AAAI 2020
Adaptive Two-Dimensional Embedded Image Clustering
AAAI 2020
Adversarial Deep Network Embedding for Cross-Network Node Classification
AAAI 2020
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding
AAAI 2020
Learning Geo-Contextual Embeddings for Commuting Flow Prediction
AAAI 2020
Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence
NIPS 2020
Multilingual Jointly Trained Acoustic and Written Word Embeddings
INTERSPEECH 2020
Action Modifiers: Learning From Adverbs in Instructional Videos
CVPR 2020
Localize, Assemble, and Predicate: Contextual Object Proposal Embedding for Visual Relation Detection
AAAI 2020
Softmax Dissection: Towards Understanding Intra- and Inter-Class Objective for Embedding Learning
AAAI 2020
Embedding Compression with Isotropic Iterative Quantization
AAAI 2020
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context
AAAI 2020
NetGAN without GAN: From Random Walks to Low-Rank Approximations
ICML 2020
Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes
IJCAI 2020
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