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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
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966
4,853
5,823
2000
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Papers (including subtopics)

F-INR: Functional Tensor Decomposition for Implicit Neural Representations WACV 2026 Flexible Functional Treatment Effect Estimation JMLR 2026 FLoMo-Net: A Novel Task-Adaptive Mixture of Experts Routing Framework with Frequency and Uncertainty Correction for Medical Image Segmentation WACV 2026 FlorE: Integrating Full Lorentz Group and Directional Offsets for Effective Knowledge Graph Embedding AAAI 2026 Flowing Backwards: Improving Normalizing Flows via Reverse Representation Alignment AAAI 2026 FlowPath: Learning Data-Driven Manifolds with Invertible Flows for Robust Irregularly-sampled Time Series Classification AAAI 2026 FMISUYotkovaKastreva at SemEval-2026 Task 13: Lightweight Detection of LLM-Generated Code via Stylometric Signals SemEval 2026 Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs ACL 2026 ForeDiffusion: Foresight-Conditioned Diffusion Policy via Future View Construction for Robot Manipulation AAAI 2026 ForestSplats: Deformable Transient Field for Gaussian Splatting in the Wild WACV 2026 Formal Abductive Latent Explanations for Prototype-Based Networks AAAI 2026 Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data AAAI 2026 FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition AAAI 2026 FreqCycle: A Multi-Scale Time-Frequency Analysis Method for Time Series Forecasting AAAI 2026 FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs AAAI 2026 Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection AAAI 2026 Frequency Switching Mechanism for Parameter-Efficient Multi-Task Learning CVPR 2026 From Classical to Contemporary: Evolutionary Analysis & Classification of Urdu Poetry EACL 2026 From Decision Trees to Boolean Logic: A Fast and Unified SHAP Algorithm AAAI 2026 From Few-Shot to Zero-Shot Pallet Load Recognition: A Deployed Embedding-Based Vision System for Industrial Logistics WACV 2026 From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization AAAI 2026 From Pain to Praise: Aspect-Based Sentiment Analysis for Norwegian Patient Feedback EACL 2026 From Points to Coalitions: Hierarchical Contrastive Shapley Values for Prioritizing Data Samples AAAI 2026 From Representation to Reasoning: Toward General-Purpose Visual Intelligence AAAI 2026 From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration AAAI 2026