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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)

Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025 Contrastive Localized Language-Image Pre-Training ICML 2025 Contrastive Multi-view Subspace Clustering via Tensor Transformers Autoencoder AAAI 2025 Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering ACL 2025 Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025 Controllable Clustering with LLM-driven Embeddings EMNLP 2025 Controllable Context Sensitivity and the Knob Behind It ICLR 2025 Controllable Data Generation with Hierarchical Neural Representations ICML 2025 Controllable Latent Space Augmentation for Digital Pathology ICCV 2025 Controlling Large Language Model with Latent Action ICML 2025 Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection COLING 2025 Control-oriented Clustering of Visual Latent Representation ICLR 2025 ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control ACL 2025 Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification ICLR 2025 Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025 Cooperative Pseudo Labeling for Unsupervised Federated Classification ICCV 2025 COPER: Correlation-based Permutations for Multi-View Clustering ICLR 2025 CoPL: Collaborative Preference Learning for Personalizing LLMs EMNLP 2025 CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction AAAI 2025 Co-Progression Knowledge Distillation with Knowledge Prototype for Industrial Anomaly Detection AAAI 2025 CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering NAACL 2025 CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter ACL 2025 CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization AAAI 2025 CoreFour_IIITK@DravidianLangTech 2025: Abusive Content Detection Against Women Using Machine Learning And Deep Learning Models NAACL 2025 Core Knowledge Learning Framework for Graph AAAI 2025