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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)

AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ACL 2025 Agreement aware and dissimilarity oriented GLOM ICCV 2025 A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs EMNLP 2025 A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention ICCV 2025 A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation COLING 2025 A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering CVPR 2025 A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension IJCAI 2025 A Hybrid Quantum-Classical Fusion for Deep Semantic Paraphrase Detection AACL 2025 A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning JMLR 2025 A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition ICCV 2025 AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks ICLR 2025 AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts EMNLP 2025 AI Assistant for Socioeconomic Empowerment Using Federated Learning NAACL 2025 AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems IJCAI 2025 AIM: Amending Inherent Interpretability via Self-Supervised Masking ICCV 2025 AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions ACL 2025 AIpparel: A Multimodal Foundation Model for Digital Garments CVPR 2025 AI Tools Can Generate Misculture Visuals! Detecting Prompts Generating Misculture Visuals For Prevention ACL 2025 AKBR: Learning Adaptive Kernel-based Representations for Graph Classification IJCAI 2025 AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SemEval 2025 A Knowledge Graph Reasoning-Based Model for Computerized Adaptive Testing COLING 2025 AKORN: Adaptive Knots generated Online for RegressioN splines ICML 2025 AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings ICML 2025 A Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection AAAI 2025 A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation ICLR 2025