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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)

UDA: Unsupervised Debiasing Alignment for Pair-wise LLM-as-a-Judge AAAI 2026 UDCH: Unsupervised Dynamic Weighted Cluster-cooperative Hashing for Cross-modal Retreival AAAI 2026 Ultralight Polarity-Split Neuromorphic SNN for Event-Stream Super-Resolution AAAI 2026 Unbiased Rectification for Sequential Recommender Systems Under Fake Orders AAAI 2026 Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification AAAI 2026 Uncertainty Quantification for Regression: A Unified Framework based on kernel scores UAI 2026 Uncovering Hidden Degeneration: A Physics-Guided Bidirectional Inference Framework for Industrial Time Series Prediction AAAI 2026 Understanding Task Representations in Neural Networks via Bayesian Ablation CLeaR 2026 Unified Mixture-of-Experts Framework for Joint Cardiac and Vascular Ultrasound Analysis and Report Generation AAAI 2026 Unified Multimodal Interleaved Document Representation for Retrieval EACL 2026 Unified Video Anomaly Detection Model for Detecting Different Anomaly Types WACV 2026 Unified View Extraction with Low-Rankness and Smoothness Fusion for Multi-View Subspace Clustering AAAI 2026 Unifying Multi-View Knowledge for Graph Learning via Model Collaboration AAAI 2026 UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction AAAI 2026 UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning AAAI 2026 UniTabBank: A Large Scale Multi-Lingual, Multi-Layout, Multi-Type, Multi-Format Dataset for Table Detection WACV 2026 Universality of conformal prediction under the assumption of randomness ALT 2026 Unlearning in Cross-Modal Retrieval via Prior-Prototype Guided Partitioned Dampening AAAI 2026 UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective AAAI 2026 Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem AAAI 2026 Unsupervised Feature Selection Through Group Discovery AAAI 2026 Unsupervised Feature Selection via Nonnegative Orthogonal Constrained Regularized Minimization JMLR 2026 Unsupervised Modular Adaptive Region Growing and RegionMix Classification for Wind Turbine Segmentation WACV 2026 Unsupervised Semantic Discovery via Global and Local Semantic Alignment in Multimodal Clustering AAAI 2026 Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story EACL 2026