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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)

Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals UAI 2025 Hybrid Classical-Quantum Framework for Sentiment Classification and Claim Check-Worthiness Identification in Bengali AACL 2025 Hybrid Concept Bottleneck Models CVPR 2025 Hybrid HMM-SVM classifier using frication-based features for detection of non-normative sibilant articulation patterns in Polish children’s speech Interspeech 2025 Hybrid Intelligence for Logical Fallacy Detection EMNLP 2025 HybridMQA: Exploring Geometry-Texture Interactions for Colored Mesh Quality Assessment CVPR 2025 HybridReg: Robust 3D Point Cloud Registration with Hybrid Motions AAAI 2025 Hybrid Relational Graphs with Sentiment-laden Semantic Alignment for Multimodal Emotion Recognition in Conversation IJCAI 2025 HYDEN: Hyperbolic Density Representations for Medical Images and Reports COLING 2025 HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification EMNLP 2025 HYGENE: A Diffusion-Based Hypergraph Generation Method AAAI 2025 HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification ACL 2025 HypDAE: Hyperbolic Diffusion Autoencoders for Hierarchical Few-shot Image Generation ICCV 2025 Hyperbolic Category Discovery CVPR 2025 Hyperbolic Genome Embeddings ICLR 2025 Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations ICML 2025 Hypercomplex Transformer: Novel Attention Mechanism IJCNLP 2025 HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System ACL 2025 HyperDet: Source Detection in Hypergraphs via Interactive Relationship Construction and Feature-rich Attention Fusion IJCAI 2025 Hyperdimensional Representation for Adaptive Information Association and Memorization WACV 2025 HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery CVPR 2025 Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges AAAI 2025 Hypergraph Clustering Network with Partial Attribute Imputation ICCV 2025 Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport AAAI 2025 HyperGS: Hyperspectral 3D Gaussian Splatting CVPR 2025