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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
'10
'15
'20
'25

Papers (including subtopics)

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction ICCV 2025 Enhancing Marker Scoring Accuracy through Ordinal Confidence Modelling in Educational Assessments ACL 2025 Enhancing Mixture of Experts with Independent and Collaborative Learning for Long-Tail Visual Recognition IJCAI 2025 Enhancing Molecular Representation Learning Through the Combination of 3D and 2D Graph Machine Learning (Student Abstract) AAAI 2025 Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation NAACL 2025 Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025 Enhancing Multimodal Unified Representations for Cross Modal Generalization ACL 2025 Enhancing Multi-View Classification Reliability with Adaptive Rejection AAAI 2025 Enhancing Online Climate Discourse: A Two-Stage Framework for Climate Content Categorization and Moderation IJCAI 2025 Enhancing Online Grooming Detection via Backtranslation Augmentation COLING 2025 Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning ICCV 2025 Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning EMNLP 2025 Enhancing Plagiarism Detection in Marathi with a Weighted Ensemble of TF-IDF and BERT Embeddings for Low-Resource Language Processing COLING 2025 Enhancing Portuguese Variety Identification with Cross-Domain Approaches AAAI 2025 Enhancing Predictive Healthcare Using AI-Driven Early Warning Systems AAAI 2025 Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025 Enhancing Sampling Protocol for Point Cloud Classification Against Corruptions IJCAI 2025 Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge WACV 2025 Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling ACL 2025 Enhancing Semantic Clarity: Discriminative and Fine-grained Information Mining for Remote Sensing Image-Text Retrieval IJCAI 2025 Enhancing Sequential Recommendation with Global Diffusion AAAI 2025 Enhancing Spectral GNNs: From Topology and Perturbation Perspectives ICML 2025 Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025 Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions EMNLP 2025 Enhancing Target-unspecific Tasks through a Features Matrix ICML 2025