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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)

Early Detection of Pancreatic Cancer Using Multimodal Learning on Electronic Health Records MLHC 2025 Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System IJCAI 2025 EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph ICML 2025 EASEMVC:Efficient Dual Selection Mechanism for Deep Multi-View Clustering CVPR 2025 EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025 ECD: A Machine Learning Benchmark for Predicting Enhanced-Precision Electronic Charge Density in Crystalline Inorganic Materials ICLR 2025 ECERC: Evidence-Cause Attention Network for Multi-Modal Emotion Recognition in Conversation ACL 2025 ECG2TOK: ECG Pre-Training with Self-Distillation Semantic Tokenizers IJCAI 2025 ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling MLHC 2025 EchoONE: Segmenting Multiple Echocardiography Planes in One Model CVPR 2025 EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation CVPR 2025 Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied Edges ICML 2025 Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025 EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion AAAI 2025 EditCLIP: Representation Learning for Image Editing ICCV 2025 EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ACL 2025 Editing Memories Through Few Targeted Neurons AAAI 2025 EditLord: Learning Code Transformation Rules for Code Editing ICML 2025 EduPo: Progress and Challenges of Automated Analysis and Generation of Czech Poetry NAACL 2025 EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation ICML 2025 Effective and Efficient Representation Learning for Flight Trajectories AAAI 2025 Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025 Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios EMNLP 2025 Efficient Annotator Reliability Assessment with EffiARA ACL 2025 Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space AAAI 2025