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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)

Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning COLING 2025 Relative cue weighting in multilingual stop voicing production Interspeech 2025 Relax and Merge: A Simple Yet Effective Framework for Solving Fair k-Means and k-sparse Wasserstein Barycenter Problems ICLR 2025 Relaxed Rotational Equivariance via G-Biases in Vision AAAI 2025 Relaxing Binary Constraints in Contrastive Vision-Language Medical Representation Learning WACV 2025 ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training COLING 2025 RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data ICLR 2025 Relevance Scores Calibration for Ranked List Truncation via TMP Adapter ACL 2025 RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity NAACL 2025 Reliability of Topic Modeling NAACL 2025 Reliable and Scalable Variable Importance Estimation via Warm-start and Early Stopping AISTATS 2025 Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection JMLR 2025 Reloc3r: Large-Scale Training of Relative Camera Pose Regression for Generalizable, Fast, and Accurate Visual Localization CVPR 2025 Remote Blood Pressure Estimation from Facial Videos using Transfer Learning: Leveraging PPG to rPPG Conversion WACV 2025 Rényi Neural Processes ICML 2025 Reparameterizing Hybrid Markov Logic Networks to handle Covariate-Shift in Representations UAI 2025 Repetition Improves Language Model Embeddings ICLR 2025 RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face Recognition AAAI 2025 Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025 Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning ICCV 2025 RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph ICLR 2025 Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think ICLR 2025 Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution EMNLP 2025 Representation-driven Option Discovery in Reinforcement Learning AAAI 2025 Representation Learning: A Causal Perspective AAAI 2025