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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)

Robust Scene Coordinate Regression via Geometrically-Consistent Global Descriptors WACV 2026 Robust SDE Parameter Estimation Under Missing Time Information Setting AAAI 2026 Robust Watermarking on Gradient Boosting Decision Trees AAAI 2026 RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction AAAI 2026 R-R at AbjadAuthorID Shared Task: A Fine-Tuned Approach for Kurdish Authorship Identification EACL 2026 RTMol: Rethinking Molecule-text Alignment in a Round-trip View AAAI 2026 R-Tuning: Wavelet-Decomposed Replay and Semantic Alignment for Continual Adaptation of Pretrained Time-Series Models AAAI 2026 RUL-QMoE: Multiple Non-crossing Quantile Mixture-of-Experts for Probabilistic Remaining Useful Life Predictions of Varying Battery Materials AAAI 2026 S2-Boost: Synergistic Semantic Boosting for Coarse-to-Fine Ensemble Learning AAAI 2026 S³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding AAAI 2026 SAC-Diff: A Scan-Aware Consistency-Enhanced Diffusion Framework for Unsupervised Chest CT Anomaly Detection MIDL 2026 SACodec: Asymmetric Quantization with Semantic Anchoring for Low-Bitrate High-Fidelity Neural Speech Codecs AAAI 2026 SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce AAAI 2026 SAGE: Structured Attribute-Guided Enhancement for GZSL AAAI 2026 Sample-and-Search: An Effective Algorithm for Learning-Augmented k-Median Clustering in High Dimensions AAAI 2026 Sample-Near-Optimal Agnostic Boosting with Improved Running Time ALT 2026 Sample Weighted Incomplete Multimodal Clustering Based on Graph Coarsening Label Extraction AAAI 2026 Sampling Control for Imbalanced Calibration in Semi-Supervised Learning AAAI 2026 SAR-DisentDM: A Semantic-Disentangled Diffusion Model for Limited-Data SAR Image Synthesis AAAI 2026 SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation WACV 2026 SASNet: Spatially-Adaptive Sinusoidal Networks for INRs CVPR 2026 Scalable Air-Quality Sensor Placement via Gradient-Based Mutual Information Maximization AAAI 2026 Scalable Model-Assisted Multi-Target Estimation in Large Image Collections UAI 2026 Scalable Multi-Objective and Meta Reinforcement Learning via Gradient Estimation AAAI 2026 Scalable Multi-View Subspace Clustering with Tensorized Anchor Guidance CVPR 2026