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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
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'25

Papers (including subtopics)

Self-Supervised Diffusion Models for Electron-Aware Molecular Representation Learning ICLR 2025 Self-Supervised Incremental Learning of Object Representations from Arbitrary Image Sets WACV 2025 Self-supervised Learning of Hybrid Part-aware 3D Representations of 2D Gaussians and Superquadrics ICCV 2025 Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum ICML 2025 Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining ICLR 2025 Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models ACL 2025 Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined AAAI 2025 Self-Vocabularizing Training for Neural Machine Translation NAACL 2025 SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations CVPR 2025 Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025 Semantic alignment in hyperbolic space for fine-grained emotion classification ACL 2025 Semantic Ambiguity Modeling and Propagation for Fine-Grained Visual Cross View Geo-Localization AAAI 2025 Semantic Analysis of Jurisprudential Zoroastrian Texts in Pahlavi: A Word Embedding Approach for an Extremely Under-Resourced, Extinct Language COLING 2025 Semantic and Sentiment Dual-Enhanced Generative Model for Script Event Prediction COLING 2025 Semantic-Aware Interpretable Multimodal Music Auto-Tagging Interspeech 2025 Semantic Aware Representation Learning for Lifelong Learning ICLR 2025 Semantic Clustering of Image Retrieval Databases used for Visual Localization WACV 2025 Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling EMNLP 2025 Semantic Enhanced Heterogeneous Hypergraph Network for Collaborative Filtering AAAI 2025 Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens ICCV 2025 Semantic Frame Induction from a Real-World Corpus ACL 2025 Semantic Geometry of Sentence Embeddings EMNLP 2025 Semantic-guided Camera Ray Regression for Visual Localization ICCV 2025 Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025 Semantic Outlier Removal with Embedding Models and LLMs ACL 2025