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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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Papers (including subtopics)

Appearance-Motion Decomposed Alignment for Text-Video Retrieval AAAI 2026 Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings UAI 2026 Approximation Algorithm for Constrained k-Center Clustering: A Local Search Approach AAAI 2026 Approximation-Free Differentiable Oblique Decision Trees JMLR 2026 APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift AAAI 2026 Arabic-Adapted One-Step Speech-to-Diacritized ASR: Evaluation and Error Analysis EACL 2026 Arabic Author Attribution Using Transformer-Based Models: Insights from the AbjadAuthorID Shared Task EACL 2026 Archaeology at SemEval-2026 Task 13: Fine-Tuning Pre-Trained Code Models for AI-Generated Code Detection SemEval 2026 Are All Marine Species Created Equal? Performance Disparities in Underwater Object Detection WACV 2026 Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI 2026 A Representation Sharpening Framework for Zero Shot Dense Retrieval EACL 2026 ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion AAAI 2026 ART: Actor-Related Tubelet for Detecting Complex-shaped Action Tubes WACV 2026 A Selective Under-Sampling (SUS) Method for Imbalanced Regression (Abstract Reprint) AAAI 2026 Assessing the Risk of Falls in Older Adults Living in the Community Using Machine Learning Models with Imputation (Student Abstract) AAAI 2026 A Stronger Calculus of Intervention for Max-Linear Bayesian Networks UAI 2026 A Structured Clustering Approach for Inducing Media Narratives ACL 2026 A Stylometric and Statistical Pipeline for Urdu AI-Generated Text Classification EACL 2026 A Subword Embedding Approach for Variation Detection in Luxembourgish User Comments EACL 2026 A Theoretical Analysis of Detecting Large Model-Generated Time Series AAAI 2026 ATM: Enhanced Alignment for Text-to-Motion Generation WACV 2026 Atom-level Adaptive Receptive Fields: A Pruning-Based Encoder for 2D Molecular Graphs (Student Abstract) AAAI 2026 A Transformer and Prototype-based Interpretable Model for Contextual Sarcasm Detection EACL 2026 Attentive Keypoint Identification: Progressive Spatiotemporal Refinement for Video-based Human Pose Estimation AAAI 2026 Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation AAAI 2026