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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)

Sketch2Stitch: GANs for Abstract Sketch-Based Dress Synthesis WACV 2026 Sketch3R: Rapid and Realistic 3D VR Sketch Creation to Shape Retrieval WACV 2026 Slender3D: Curve-Guided Multi-View Reconstruction of Slender Structures AAAI 2026 Slowpoke: End-to-end Throughput Optimization Modeling for Microservice Applications NSDI 2026 SmartEyes: Plug-and-Play Event Detection for Retail Loss Prevention AAAI 2026 SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems EACL 2026 SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026 SoloSemantics at SemEval-2026 Task 4: Triplet-Tuned MPNet for Story Similarity SemEval 2026 SOMA: Feature Gradient Enhanced Affine-Flow Matching for SAR-Optical Registration AAAI 2026 Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasting AAAI 2026 SOSControl: Enhancing Human Motion Generation Through Saliency-Aware Symbolic Orientation and Timing Control AAAI 2026 Sound-AI: A Pedagogical Tool for Exploring AI in Audio and Bioacoustic Research AAAI 2026 Space Alignment Matters: The Missing Piece for Inducing Neural Collapse in Long-Tailed Learning AAAI 2026 SPAR-Det: Segmentation-guided and Prior-Aided Routing for Small Object Detection WACV 2026 Sparse Additive Model Pruning for Order-Based Causal Structure Learning AAAI 2026 Sparse Poisson Gamma Belief Networks for High-Dimensional Sparse Count Data AAAI 2026 Sparse Topic Modeling via Spectral Decomposition and Thresholding JMLR 2026 SpatialActor: Exploring Disentangled Spatial Representations for Robust Robotic Manipulation AAAI 2026 Spatial Graph Attention Network Modeling for Neighborhood-Scale Lead Contamination Risk Prediction Using Publicly Available Data AAAI 2026 SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving EACL 2026 Spe-BEVHead: Rethinking the Detection Head Design for Bird's-Eye-View Object Detection CVPR 2026 Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models EACL 2026 Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction AAAI 2026 Spectral Truncation Kernels: Noncommutativity in C*-algebraic Kernel Machines JMLR 2026 SPLIDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate NSDI 2026