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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
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966
4,853
5,823
2000
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'25

Papers (including subtopics)

All models are wrong, some are useful: Model Selection with Limited Labels AISTATS 2025 All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025 ALLVB: All-in-One Long Video Understanding Benchmark AAAI 2025 All You Need in Knowledge Distillation Is a Tailored Coordinate System AAAI 2025 (Almost) Free Modality Stitching of Foundation Models EMNLP 2025 AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors AAAI 2025 AlphaGAT: A Two-Stage Learning Approach for Adaptive Portfolio Selection IJCAI 2025 ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect AAAI 2025 Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data SemEval 2025 A Manifold Perspective on the Statistical Generalization of Graph Neural Networks ICML 2025 A Market for Accuracy: Classification Under Competition ICML 2025 A Matching-Based Algorithm for the Traveling Tournament Problem AAAI 2025 Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization EMNLP 2025 Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025 Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025 Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering AAAI 2025 AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation ICCV 2025 A Medical Image Classification Network Based on Multi-View Consistent Momentum Contrastive Learning IJCAI 2025 Amharic News Topic Classification: Dataset and Transformer-Based Model Benchmarks EMNLP 2025 A MISMATCHED Benchmark for Scientific Natural Language Inference ACL 2025 A.M.P at SciHal2025: Automated Hallucination Detection in Scientific Content via LLMs and Prompt Engineering ACL 2025 Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting AAAI 2025 AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation CVPR 2025 A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025 A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025