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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)

Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning AAAI 2025 Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents ACL 2025 ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval CVPR 2025 ConText: Driving In-context Learning for Text Removal and Segmentation ICML 2025 Context-Enhanced Memory-Refined Transformer for Online Action Detection CVPR 2025 Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings EMNLP 2025 ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025 Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features EMNLP 2025 Contextual Metric Meta-Evaluation by Measuring Local Metric Accuracy NAACL 2025 Contextures: Representations from Contexts ICML 2025 Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection WACV 2025 Continual Learning Using a Kernel-Based Method Over Foundation Models AAAI 2025 Continuous Diffusion for Mixed-Type Tabular Data ICLR 2025 Continuous Diffusive Prediction Network for Multi-Station Weather Prediction IJCAI 2025 Continuous Ensemble Weather Forecasting with Diffusion models ICLR 2025 Continuous prediction of backchannel timing for human-robot interaction Interspeech 2025 Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions CVPR 2025 Continuum Attention for Neural Operators JMLR 2025 CONTRA: Conformal Prediction Region via Normalizing Flow Transformation ICLR 2025 Contradicted in Reliable, Replicated in Unreliable: Dual-Source Reference for Fake News Early Detection AAAI 2025 CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation COLING 2025 Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs AAAI 2025 Contrastive Flow Matching ICCV 2025 Contrastive Functional Principal Component Analysis AAAI 2025 Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025