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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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'25

Papers (including subtopics)

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction ICML 2025 Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation CVPR 2025 Generalizing Constraint Models in Constraint Acquisition AAAI 2025 Generalizing Weisfeiler-Lehman Kernels to Subgraphs ICLR 2025 Generate but Verify: Answering with Faithfulness in RAG-based Question Answering IJCNLP 2025 Generate First, Then Sample: Enhancing Fake News Detection with LLM-Augmented Reinforced Sampling ACL 2025 Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025 Generating Long-Take Videos via Effective Keyframes and Guidance WACV 2025 Generating Plausible Distractors for Multiple-Choice Questions via Student Choice Prediction ACL 2025 Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction COLING 2025 Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction ICML 2025 Generative Classifiers Avoid Shortcut Solutions ICLR 2025 Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion ICML 2025 Generative Modeling of Shape-Dependent Self-Contact Human Poses ICCV 2025 Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning ICML 2025 Generative Music Models’ Alignment with Professional and Amateur Users’ Expectations ACL 2025 Generative or Discriminative? Revisiting Text Classification in the Era of Transformers EMNLP 2025 Generative Photomontage CVPR 2025 Generative Verifiers: Reward Modeling as Next-Token Prediction ICLR 2025 GenGO Ultra: an LLM-powered ACL Paper Explorer ACL 2025 GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers ICCV 2025 GenM3: Generative Pretrained Multi-path Motion Model for Text Conditional Human Motion Generation ICCV 2025 GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data AAAI 2025 GeoBEV: Learning Geometric BEV Representation for Multi-view 3D Object Detection AAAI 2025 Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset AAAI 2025