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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
'5
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'25

Papers (including subtopics)

K-hop Hypergraph Neural Network: A Comprehensive Aggregation Approach AAAI 2025 kh: Symmetry Understanding of 3D Shapes via Chirality Disentanglement ICCV 2025 k-HyperEdge Medoids for Clustering Ensemble AAAI 2025 KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy AAAI 2025 Knockoffs Inference for Partially Linear Models with Automatic Structure Discovery AAAI 2025 Know2Vec: A Black-Box Proxy for Neural Network Retrieval AAAI 2025 Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion ACL 2025 Knowledge-Enhanced Hierarchical Heterogeneous Graph for Personality Identification with Limited Training Data AAAI 2025 Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs EMNLP 2025 Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025 Knowledge Graph Entity Typing with Curriculum Contrastive Learning COLING 2025 Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025 Knowledge Is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis AAAI 2025 Knowledge Swapping via Learning and Unlearning ICML 2025 Knowledge Tracing in Programming Education Integrating Students’ Questions ACL 2025 Know Where You Are From: Event-Based Segmentation via Spatio-Temporal Propagation AAAI 2025 Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling ACL 2025 KOALA: Kernel Coupling and Element Imputation Induced Multi-View Clustering AAAI 2025 KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ACL 2025 Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025 Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization ICML 2025 KoNODE: Koopman-Driven Neural Ordinary Differential Equations with Evolving Parameters for Time Series Analysis ICML 2025 Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025 KooNPro: A Variance-Aware Koopman Probabilistic Model Enhanced by Neural Process for Time Series Forecasting ICLR 2025 KoopMotion: Learning Almost Divergence Free Koopman Flow Fields for Motion Planning CoRL 2025