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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)

[MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse. EMNLP 2025 Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025 Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos ICLR 2025 Masks Can be Learned as an Alternative to Experts ACL 2025 MaSS13K: A Matting-level Semantic Segmentation Benchmark CVPR 2025 MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering IJCAI 2025 Mastering Multiple-Expert Routing: Realizable H-Consistency and Strong Guarantees for Learning to Defer ICML 2025 MATCHA: Towards Matching Anything CVPR 2025 MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data ACL 2025 Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes CLeaR 2025 Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation AAAI 2025 MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition IJCAI 2025 MATCH: Task-Driven Code Evaluation through Contrastive Learning EMNLP 2025 MatExpert: Decomposing Materials Discovery By Mimicking Human Experts ICLR 2025 MathD2: Towards Disambiguation of Mathematical Terms ACL 2025 Matrix Product Sketching via Coordinated Sampling ICLR 2025 Matryoshka Multimodal Models ICLR 2025 Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval ACL 2025 Maximum Score Routing For Mixture-of-Experts ACL 2025 Max-Mahalanobis Anchors Guidance for Multi-View Clustering AAAI 2025 MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation CVPR 2025 MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery IJCAI 2025 MDFG: Multi-Dimensional Fine-Grained Modeling for Fatigue Detection AAAI 2025 Meaningful Pose-Based Sign Language Evaluation EMNLP 2025 Meaning Variation and Data Quality in the Corpus of Founding Era American English ACL 2025