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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)

ParsCORE: The Persian Corpus of Online Registers EACL 2026 Partially Shared Concept Bottleneck Models AAAI 2026 PartisanLens: A Multilingual Dataset of Hyperpartisan and Conspiratorial Immigration Narratives in European Media EACL 2026 PatchET: Learning Enzyme Temperature Properties Through Patch-Based Neural Architectures AAAI 2026 Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching WACV 2026 PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology AAAI 2026 PCSR: Pseudo-label Consistency-Guided Sample Refinement for Noisy Correspondence Learning AAAI 2026 PDE-Driven Spatiotemporal Generative Modeling for Multilead ECG Synthesis AAAI 2026 PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026 PEOCH: Online Cross-Modal Hashing with Semi-Supervised Streaming Data Driving Prototype Evolution AAAI 2026 Permutation Equivariant Framelet-based Hypergraph Neural Networks AAAI 2026 PersianPunc: A Large-Scale Dataset and BERT-Based Approach for Persian Punctuation Restoration EACL 2026 Personalized Federated Graph-Level Clustering Network AAAI 2026 PEU Lab at SemEval-2026 Task 4: Pairwise Text Comparison using RoBERTa and Ranking Loss SemEval 2026 Physically-Informed Flow Matching with Graph Neural Networks for Complex Fluid Dynamics AAAI 2026 Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification AAAI 2026 Pioneering Bot Detection on Polish Reddit at the Comment Level EACL 2026 PITE: Multi-Prototype Alignment for Individual Treatment Effect Estimation AAAI 2026 PLA-MGRA: Multi-Granularity and Relation-Aware Learning for Efficient and Generalizable Protein-Ligand Binding Affinity Prediction AAAI 2026 PLaST: Towards Paralinguistic-aware Speech Translation AAAI 2026 Plug-and-Play Incomplete Multi-View Clustering via Janus-Faced Affinity Learning with Topology Harmonization CVPR 2026 PLUM-Net: Prototype-Induced Label Structuring for Disentangled Multimodal Representation Network AAAI 2026 PMPGuard: Catching Pseudo-Matched Pairs in Remote Sensing Image–Text Retrieval AAAI 2026 Point2Pose: A Generative Framework for 3D Human Pose Estimation with Multi-View Point Cloud Dataset WACV 2026 Point Cloud Quality Assessment via Multi-View Structure-Aware Feature Fusion AAAI 2026