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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)

GeoEdit: Geometric Knowledge Editing for Large Language Models EMNLP 2025 GeoILP: A Synthetic Dataset to Guide Large-Scale Rule Induction ICLR 2025 Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025 GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025 Geometric Operator Learning with Optimal Transport JMLR 2025 Geometric Representation Condition Improves Equivariant Molecule Generation ICML 2025 Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025 Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025 Geometry in Style: 3D Stylization via Surface Normal Deformation CVPR 2025 Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions ICLR 2025 Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces ICLR 2025 GeoMM: On Geodesic Perspective for Multi-modal Learning CVPR 2025 GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping AAAI 2025 Geo-Spatially Informed Models for Geocoding Unstructured Addresses COLING 2025 GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025 Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025 GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation ICLR 2025 GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework IJCAI 2025 GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery CVPR 2025 GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning WACV 2025 GG-SSMs: Graph-Generating State Space Models CVPR 2025 GHOST: Gaussian Hypothesis Open-Set Technique AAAI 2025 GIF: Generative Inspiration for Face Recognition at Scale CVPR 2025 GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025 GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation EMNLP 2025