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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)

Memory Mosaics ICLR 2025 Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025 Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025 Mention detection with LLMs in pair-programming dialogue EMNLP 2025 MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025 Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation ICML 2025 MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images CVPR 2025 MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization CVPR 2025 MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning ACL 2025 MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization ICCV 2025 Met2Net: A Decoupled Two-Stage Spatio-Temporal Forecasting Model for Complex Meteorological Systems ICCV 2025 metabench - A Sparse Benchmark of Reasoning and Knowledge in Large Language Models ICLR 2025 Meta Label Correction with Generalization Regularizer IJCAI 2025 Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels ICCV 2025 Meta-learning Task-specific Regularization Weights for Few-shot Linear Regression AISTATS 2025 MetaMeme: A Dataset for Meme Template and Meta-Category Classification NAACL 2025 Meta Optimality for Demographic Parity Constrained Regression via Post-Processing ICML 2025 Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction IJCAI 2025 METAPHORSHARE: A Dynamic Collaborative Repository of Open Metaphor Datasets NAACL 2025 Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models ACL 2025 Meta-Reinforcement Learning with Adaptation from Human Feedback via Preference-Order-Preserving Task Embedding ICML 2025 MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy ICCV 2025 MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions AAAI 2025 MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction ICLR 2025 Metric-Agnostic Continual Learning for Sustainable Group Fairness AAAI 2025