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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)

Efficient Online Training for Zero-Shot Time-Lapse Microscopy Denoising and Super-Resolution AAAI 2025 Efficient Optimal PAC Learning ALT 2025 Efficient PAC Learning of Halfspaces with Constant Malicious Noise Rate ALT 2025 Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models ICLR 2025 Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing IJCAI 2025 Efficient Sparse PCA via Block-Diagonalization ICLR 2025 Efficient Subsampling for GNN Downstream Tasks ACML 2025 Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance CVPR 2025 Efficient Visual Place Recognition Through Multimodal Semantic Knowledge Integration ICCV 2025 Efficient Visual Representation Learning with Heat Conduction Equation IJCAI 2025 EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025 Egalitarian Language Representation in Language Models: It All Begins with Tokenizers COLING 2025 E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions NAACL 2025 EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds ICCV 2025 Egocentric Object-Interaction Anticipation with Retentive and Predictive Learning IJCAI 2025 EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild NAACL 2025 EhiMeNLP at TSAR 2025 Shared Task Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity EMNLP 2025 EigenGS Representation: From Eigenspace to Gaussian Image Space CVPR 2025 ElaD-Net: An Elastic Semantic Decoupling Network for Lesion Segmentation in Breast Ultrasound Images IJCAI 2025 Electron Density-enhanced Molecular Geometry Learning IJCAI 2025 ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics ICML 2025 ELFS: Label-Free Coreset Selection with Proxy Training Dynamics ICLR 2025 Eliciting Textual Descriptions from Representations of Continuous Prompts ACL 2025 eLIR-Net: An Efficient AI Solution for Image Retouching WACV 2025 ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces ICML 2025