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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)

ARMR: Adaptively Responsive Network for Medication Recommendation IJCAI 2025 ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token Recycling AAAI 2025 A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries AISTATS 2025 A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations AAAI 2025 ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025 ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage WACV 2025 Articulate AnyMesh: Open-vocabulary 3D Articulated Objects Modeling CoRL 2025 A Sanity Check for AI-generated Image Detection ICLR 2025 ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding CVPR 2025 A Scalable and Effective Alternative to Graph Transformers AAAI 2025 A Selective Learning Method for Temporal Graph Continual Learning ICML 2025 A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025 A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025 A Semi-supervised Scalable Unified Framework for E-commerce Query Classification ACL 2025 A Similarity Measure for Comparing Conversational Dynamics EMNLP 2025 A Simple and Comprehensive Benchmark for Single-Cell Transcriptomics AAAI 2025 A Simple but Effective Context Retrieval for Sequential Sentence Classification in Long Legal Documents ACL 2025 A Simple Framework for Open-Vocabulary Zero-Shot Segmentation ICLR 2025 A Simple Graph Contrastive Learning Framework for Short Text Classification AAAI 2025 A Simple yet Effective Hypergraph Clustering Network IJCAI 2025 A Spatio-temporal Cluster-aware Supervised Learning Framework for Predicting County-level Drug Overdose Deaths AAAI 2025 A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production WACV 2025 Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025 Aspect-based Sentiment Analysis via Synthetic Image Generation EMNLP 2025 Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus ACL 2025