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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)

Hierarchical Reward Modeling for Fault Localization in Large Code Repositories EMNLP 2025 Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging ICLR 2025 Hierarchical Vector Quantization for Unsupervised Action Segmentation AAAI 2025 Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval ICCV 2025 Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025 Hierarchy UGP: Hierarchy Unified Gaussian Primitive for Large-Scale Dynamic Scene Reconstruction ICCV 2025 HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction EMNLP 2025 HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation AAAI 2025 High-Confident Local Structure Guided Consensus Graph Learning For Incomplete Multi-view Clustering IJCAI 2025 High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching AISTATS 2025 High-Dimensional Interlingual Representations of Large Language Models ACL 2025 High-Dimensional L2-Boosting: Rate of Convergence JMLR 2025 High-Dimensional Tensor Regression With Oracle Properties ICML 2025 High-Dimension Human Value Representation in Large Language Models NAACL 2025 High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation ICLR 2025 Higher Order Structures for Graph Explanations AAAI 2025 High-Fidelity Lightweight Mesh Reconstruction from Point Clouds CVPR 2025 Highly Efficient Rotation-Invariant Spectral Embedding for Scalable Incomplete Multi-View Clustering AAAI 2025 HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth EMNLP 2025 Hildoc: Leveraging Hilbert Curve Representation for Accurate and Efficient Document Retrieval IJCNLP 2025 HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts ICLR 2025 HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving CVPR 2025 HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity ICCV 2025 Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series ICML 2025 HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages IJCNLP 2025