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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)

GaRAGe: A Benchmark with Grounding Annotations for RAG Evaluation ACL 2025 GARF: Learning Generalizable 3D Reassembly for Real-World Fractures ICCV 2025 GarmentPile: Point-Level Visual Affordance Guided Retrieval and Adaptation for Cluttered Garments Manipulation CVPR 2025 GASE: Generatively Augmented Sentence Encoding EMNLP 2025 Gated Delta Networks: Improving Mamba2 with Delta Rule ICLR 2025 GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification SemEval 2025 GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy IJCAI 2025 GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians ICLR 2025 Gaussian Graphical Modelling Without Independence Assumptions for Uncentered Data AAAI 2025 Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with Anchor Gaussian Guided Texture Warping ICLR 2025 Gaussian Splatting Feature Fields for (Privacy-Preserving) Visual Localization CVPR 2025 GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting CVPR 2025 GaussianVideo: Efficient Video Representation via Hierarchical Gaussian Splatting ICCV 2025 GaussMark: A Practical Approach for Structural Watermarking of Language Models ICML 2025 GaussMarker: Robust Dual-Domain Watermark for Diffusion Models ICML 2025 GazeGene: Large-scale Synthetic Gaze Dataset with 3D Eyeball Annotations CVPR 2025 Gaze to the Stars: AI and Public Art from Personal Affect and Collective Empathy NeurIPS 2025 GBC-Splat: Generalizable Gaussian-Based Clothed Human Digitalization under Sparse RGB Cameras CVPR 2025 GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing IJCAI 2025 GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning AAAI 2025 GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality AAAI 2025 GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud AAAI 2025 GCNT: Graph-Based Transformer Policies for Morphology-Agnostic Reinforcement Learning IJCAI 2025 GCTAM: Global and Contextual Truncated Affinity Combined Maximization Model For Unsupervised Graph Anomaly Detection IJCAI 2025 GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary COLING 2025