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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)

Explainable Dynamic Graph Neural Networks for Predictive Maintenance in Vehicle Chassis Systems ACML 2025 Explainable Graph Representation Learning via Graph Pattern Analysis IJCAI 2025 Explainable Neural Networks with Guarantee: A Sparse Estimation Approach AAAI 2025 Explaining Differences Between Model Pairs in Natural Language through Sample Learning EMNLP 2025 Explaining Holistic Essay Scores in Comparative Judgment Assessments by Predicting Scores on Rubrics ACL 2025 Explaining Human Preferences via Metrics for Structured 3D Reconstruction ICCV 2025 Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons ICLR 2025 Explanations of GNN on Evolving Graphs via Axiomatic Layer edges ICLR 2025 Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing AAAI 2025 Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025 Explicit Guidance for Robust Video Frame Interpolation against Discontinuous Motions WACV 2025 Explicit Relational Reasoning Network for Scene Text Detection AAAI 2025 Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval ICLR 2025 Exploiting Inter-Sample Information for Long-Tailed Out-of-Distribution Detection WACV 2025 Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models ICML 2025 Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs ACL 2025 Exploiting VLM Localizability and Semantics for Open Vocabulary Action Detection WACV 2025 Exploit Your Latents: Coarse-Grained Protein Backmapping with Latent Diffusion Models AAAI 2025 Exploratory Study into Relations between Cognitive Distortions and Emotional Appraisals NAACL 2025 Exploring a Principled Framework for Deep Subspace Clustering ICLR 2025 Exploring Author Style in Nakba Short Stories: A Comparative Study of Transformer-Based Models COLING 2025 Exploring Efficient and Effective Sequence Learning for Visual Object Tracking IJCAI 2025 Exploring Graph Representations of Logical Forms for Language Modeling ACL 2025 Exploring Human-AI Conceptual Alignment through the Prism of Chess NeurIPS 2025 Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection EMNLP 2025