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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)

HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025 HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning EMNLP 2025 HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery CVPR 2025 Heavy-tailed Estimation is Easier than Adversarial Contamination COLT 2025 Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update ICML 2025 HebID: Detecting Social Identities in Hebrew-language Political Text EMNLP 2025 HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025 HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs NAACL 2025 HELMET: How to Evaluate Long-context Models Effectively and Thoroughly ICLR 2025 HELM: Hierarchical Encoding for mRNA Language Modeling ICLR 2025 HelpSteer2-Preference: Complementing Ratings with Preferences ICLR 2025 HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multi-task Learning AAAI 2025 HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics ICCV 2025 HEROS-GAN: Honed-Energy Regularized and Optimal Supervised GAN for Enhancing Accuracy and Range of Low-Cost Accelerometers AAAI 2025 Heterogeneous Graph Neural Network on Semantic Tree AAAI 2025 Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes AISTATS 2025 Heterogeneous Prompt-Guided Entity Inferring and Distilling for Scene-Text Aware Cross-Modal Retrieval AAAI 2025 Heterogeneous Skeleton-Based Action Representation Learning CVPR 2025 Heterogeneous Sufficient Dimension Reduction and Subspace Clustering ICML 2025 Heterogeneous Temporal Hypergraph Neural Network IJCAI 2025 Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025 HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering EMNLP 2025 HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms WACV 2025 HFF-Tracker: A Hierarchical Fine-grained Fusion Tracker for Referring Multi-Object Tracking AAAI 2025 HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding COLING 2025