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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)

STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks IJCAI 2025 Stochastic Encodings for Active Feature Acquisition ICML 2025 Stochastic Interior-Point Methods for Smooth Conic Optimization with Applications JMLR 2025 Stochasticity-aware No-Reference Point Cloud Quality Assessment IJCAI 2025 Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025 Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025 STRAP: Robot Sub-Trajectory Retrieval for Augmented Policy Learning ICLR 2025 Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations IJCAI 2025 Strategyproof Learning with Advice ALT 2025 Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy EMNLP 2025 Stray Intrusive Outliers-Based Feature Selection on Intra-Class Asymmetric Instance Distribution or Multiple High-Density Clusters ICML 2025 ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025 Stroke2Sketch: Harnessing Stroke Attributes for Training-Free Sketch Generation ICCV 2025 Stroke Patches: Customizable Artistic Image Styling Using Regression NeurIPS 2025 Strong Screening Rules for Group-based SLOPE Models AISTATS 2025 StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025 Structural Deep Encoding for Table Question Answering ACL 2025 Structural Entropy Guided Probabilistic Coding AAAI 2025 Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection AAAI 2025 Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025 Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling EMNLP 2025 Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data AAAI 2025 Structure-Aware Correspondence Learning for Relative Pose Estimation CVPR 2025 Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning ICCV 2025 Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025