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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)

Quantifying and Improving Adaptivity in Conformal Prediction Through Input Transformations AAAI 2026 QuEENet: Quantum-Enhanced Expressive Network for Image Classification WACV 2026 Quiet Feature Learning in Algorithmic Tasks AAAI 2026 QuMAB: Query-based Multi-annotator Behavior Pattern Learning AAAI 2026 R2G: A Multi-View Circuit Graph Benchmark Suite from RTL to GDSII CVPR 2026 RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection AAAI 2026 RAC-DMVC: Reliability-Aware Contrastive Deep Multi-View Clustering Under Multi-Source Noise AAAI 2026 RampWatch: An In-the-Wild Dataset and Text-Guided Detection Framework for Recreational Vessels WACV 2026 Ranking Human and LLM Texts Using Locality Statistics EACL 2026 RankList – a Listwise Preference Learning Framework for Predicting Subjective Preferences AAAI 2026 RankOOD - Class Ranking-based Out-of-Distribution Detection CVPR 2026 Rate-optimal community detection near the KS threshold via node-robust algorithms COLT 2026 RATE: Reviewer Profiling and Annotation-free Training for Expertise Ranking in Peer Review Systems ACL 2026 RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph WACV 2026 RC-NF: Robot-Conditioned Normalizing Flow for Real-Time Anomaly Detection in Robotic Manipulation CVPR 2026 RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning AAAI 2026 RealRep: Generalized SDR-to-HDR Conversion via Attribute-Disentangled Representation Learning AAAI 2026 ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting EACL 2026 ReBPE: Iteratively Improving the Internal Structure of a Structured Tokeniser by Mining its Internal Structure EACL 2026 ReCast: Reliability-aware Codebook-assisted Lightweight Time Series Forecasting AAAI 2026 Recurrent Video Masked Autoencoders CVPR 2026 Reducing Alert Fatigue Through AI Ranking: A Deployed Public Health Data Monitoring System AAAI 2026 Redundancy-optimized Multi-head Attention Networks for Multi-view Multi-label Feature Selection AAAI 2026 Refinement Contrastive Learning of Cell–Gene Associations for Unsupervised Cell Type Identification AAAI 2026 RefleXNet: Targeted Self-Reflection for Accurate Chest X-ray Reporting AAAI 2026