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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)

GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization AAAI 2025 GIST: Gear Type Identification by Spatiotemporal Trajectory Transformation for Monitoring Fisheries AAAI 2025 GLAD: Improving Latent Graph Generative Modeling with Simple Quantization AAAI 2025 Glauber Generative Model: Discrete Diffusion Models via Binary Classification ICLR 2025 GL-GAN: Perceiving and Integrating Global and Local Styles for Handwritten Text Generation with Mamba COLING 2025 GLIC: General Format Learned Image Compression AAAI 2025 Glider: Global and Local Instruction-Driven Expert Router EMNLP 2025 G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model ICLR 2025 Global and Local Entailment Learning for Natural World Imagery ICCV 2025 Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025 Global Context-aware Representation Learning for Spatially Resolved Transcriptomics ICML 2025 Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering AAAI 2025 Global Ground Metric Learning with Applications to scRNA data AISTATS 2025 Global Identifiability of Overcomplete Dictionary Learning via L1 and Volume Minimization ICLR 2025 Global Motion Corresponder for 3D Point-Based Scene Interpolation under Large Motion ICCV 2025 Global-Semantic Alignment Distillation for Partial Multi-view Classification AAAI 2025 GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025 GloCOM: A Short Text Neural Topic Model via Global Clustering Context NAACL 2025 GLOVER++: Unleashing the Potential of Affordance Learning from Human Behaviors for Robotic Manipulation CoRL 2025 GLProtein: Global-and-Local Structure Aware Protein Representation Learning EMNLP 2025 GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion ACL 2025 GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning ICLR 2025 GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025 GMValuator: Similarity-based Data Valuation for Generative Models ICLR 2025 GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning AAAI 2025