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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)

Multi-Group Proportional Representations for Text-to-Image Models CVPR 2025 Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contributions for Molecular Odor Prediction IJCAI 2025 Multi-Hop Reasoning for Question Answering with Hyperbolic Representations ACL 2025 Multi-Instance Multi-Label Classification from Crowdsourced Labels AAAI 2025 Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task ACL 2025 Multi-Label Node Classification with Label Influence Propagation ICLR 2025 Multi-Label Ranking Loss Minimization for Matrix Completion AAAI 2025 Multi-label Self Knowledge Distillation AAAI 2025 Multi-Label Test-Time Adaptation with Bound Entropy Minimization ICLR 2025 Multilayer Matrix Factorization via Dimension-Reducing Diffusion Variational Inference ICML 2025 Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025 Multilevel Generative Samplers for Investigating Critical Phenomena ICLR 2025 Multi-level Relevance Document Identifier Learning for Generative Retrieval ACL 2025 Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025 Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025 Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025 Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025 Multilingual Learning Strategies in Multilingual Large Language Models EMNLP 2025 Multilingual Pretraining for Pixel Language Models EMNLP 2025 Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025 Multilingual Symptom Detection on Social Media: Enhancing Health-related Fact-checking with LLMs ACL 2025 Multilingual vs Crosslingual Retrieval of Fact-Checked Claims: A Tale of Two Approaches EMNLP 2025 Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points ICML 2025 Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen ICLR 2025 Multimodal Aspect-Based Sentiment Analysis under Conditional Relation COLING 2025