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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
'5
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'25

Papers (including subtopics)

Modelling Populations of Interaction Networks via Distance Metrics JMLR 2025 Model selection for behavioral learning data and applications to contextual bandits AISTATS 2025 MODL: Multilearner Online Deep Learning AISTATS 2025 Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment ACL 2025 MoEdit: On Learning Quantity Perception for Multi-object Image Editing CVPR 2025 MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition ICML 2025 MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification ICML 2025 Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts ICML 2025 MolHFCNet: Enhancing Molecular Graph Representations with Hierarchical Feature Combining and Hybrid Pretraining IJCAI 2025 MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights AAAI 2025 MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild ICCV 2025 Moment of Untruth: Dealing with Negative Queries in Video Moment Retrieval WACV 2025 Monet: Mixture of Monosemantic Experts for Transformers ICLR 2025 Monitoring Primitive Interactions During the Training of DNNs AAAI 2025 MonoBox: Tightness-Free Box-Supervised Polyp Segmentation Using Monotonicity Constraint AAAI 2025 MonSTeR: a Unified Model for Motion, Scene, Text Retrieval ICCV 2025 Moral Framing in Politics (MFiP): A new resource and models for moral framing EMNLP 2025 MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers EMNLP 2025 MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025 MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025 More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning ICCV 2025 More Than Meets the Eye: Enhancing Multi-Object Tracking Even with Prolonged Occlusions ICML 2025 Morpheme Induction for Emergent Language EMNLP 2025 MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025 MOSAIC: Multiple Observers Spotting AI Content ACL 2025