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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)

Grounded Answers from Multi-Passage Regulations: Learning-to-Rank for Regulatory RAG EMNLP 2025 Grounding Continuous Representations in Geometry: Equivariant Neural Fields ICLR 2025 Group Distributionally Robust Dataset Distillation with Risk Minimization ICLR 2025 Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025 Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings EMNLP 2025 Group Ligands Docking to Protein Pockets ICLR 2025 Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions ICLR 2025 GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum IJCAI 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models ICLR 2025 GSRecon: Efficient Generalizable Gaussian Splatting for Surface Reconstruction from Sparse Views ICCV 2025 GTG: Generalizable Trajectory Generation Model for Urban Mobility AAAI 2025 GT-Loc: Unifying When and Where in Images Through a Joint Embedding Space ICCV 2025 GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning ICML 2025 Guaranteed Prediction Sets for Functional Surrogate Models UAI 2025 Guided Structural Inference: Leveraging Priors with Soft Gating Mechanisms ICML 2025 Guidelines for Fine-grained Sentence-level Arabic Readability Annotation ACL 2025 GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025 GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience Prediction ACL 2025 GWM: Towards Scalable Gaussian World Models for Robotic Manipulation ICCV 2025 Gyro-based Neural Single Image Deblurring CVPR 2025 H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection CVPR 2025 Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection SemEval 2025 HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025 HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning AAAI 2025