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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)

MANTA: Physics-Informed Generalized Underwater Object Tracking WACV 2026 MAPI-GNN: Multi-Activation Plane Interaction Graph Neural Network for Multimodal Medical Diagnosis AAAI 2026 Map of Encoders – Mapping Sentence Encoders using Quantum Relative Entropy ACL 2026 Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes AAAI 2026 Margin in Abstract Spaces COLT 2026 Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code EACL 2026 MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation WACV 2026 MaskAD: Parallel Masked Autoencoder for Multi-class Unsupervised Anomaly Detection AAAI 2026 MaskAnyNet: Rethinking Masked Image Regions as Valuable Information in Supervised Learning AAAI 2026 Mask the Redundancy: Evolving Masking Representation Learning for Multivariate Time-Series Clustering AAAI 2026 MASP: Multi-Aspect Guided Emotion Reasoning with Soft Prompt Tuning In Vision-Language Models AAAI 2026 Matched-Pair Experimental Design with Active Learning UAI 2026 Matching Semantically Similar Non-Identical Objects WACV 2026 Matrix Editing Meets Fair Clustering: Parameterized Algorithms and Complexity AAAI 2026 MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation AAAI 2026 Maximizing Schatten-p Norm Regularization Toward Balance AAAI 2026 MBTI: Metric-Based Textual Inversion for Fine-Grained Image Generation WACV 2026 MCI-Net: A Robust Multi-Domain Context Integration Network for Point Cloud Registration AAAI 2026 MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics AAAI 2026 MDBench: Benchmarking Data-Driven Methods for Model Discovery AAAI 2026 MDMLP-EIA: Multi-domain Dynamic MLPs with Energy Invariant Attention for Time Series Forecasting AAAI 2026 MDND: Unsupervised Learning Guided by Non-Differentiable Refinement for Shape Correspondence AAAI 2026 Measuring Idiomaticity in Text Embedding Models with epsilon-compositionality EACL 2026 MedArabs at AbjadMed: Arabic Medical Text Classification via Data- and Algorithm-Level Fusion EACL 2026 MemeTAG: Keyword-Driven Meme Classification through Tag Embedding Reconstruction WACV 2026