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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
'5
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'25

Papers (including subtopics)

NeISF++: Neural Incident Stokes Field for Polarized Inverse Rendering of Conductors and Dielectrics CVPR 2025 Nemotron-CORTEXA: Enhancing LLM Agents for Software Engineering Tasks via Improved Localization and Solution Diversity ICML 2025 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025 Nested Diffusion Models Using Hierarchical Latent Priors CVPR 2025 Nested Named Entity Recognition as Single-Pass Sequence Labeling EMNLP 2025 NeSyA: Neurosymbolic Automata IJCAI 2025 Network of acoustic characteristics for the automatic detection of suicide risk from speech. Contribution to the 2025 SpeechWellness challenge by the Semawave team Interspeech 2025 NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration IJCAI 2025 NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics ICML 2025 Neural Combinatorial Clustered Bandits for Recommendation Systems AAAI 2025 Neural Compression for 3D Geometry Sets ICCV 2025 Neural Conformal Control for Time Series Forecasting AAAI 2025 Neural Functions for Learning Periodic Signal ICLR 2025 Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning ICML 2025 Neural Hierarchical Decomposition for Single Image Plant Modeling CVPR 2025 Neural Inertial Odometry from Lie Events RSS 2025 Neural Morphological Tagging for Nguni Languages ACL 2025 Neural networks on Symmetric Spaces of Noncompact Type ICLR 2025 Neural Networks Perform Sufficient Dimension Reduction AAAI 2025 Neural Phylogeny: Fine-Tuning Relationship Detection among Neural Networks ICLR 2025 Neural Reasoning for Sure Through Constructing Explainable Models AAAI 2025 Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations AAAI 2025 Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment ICML 2025 Neural SDF for Shadow-Aware Unsupervised Structured Light WACV 2025 Neural Spacetimes for DAG Representation Learning ICLR 2025