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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)

CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025 CUNSB-RFIE: Context-Aware Unpaired Neural Schrodinger Bridge in Retinal Fundus Image Enhancement WACV 2025 Curriculum Abductive Learning for Mitigating Reasoning Shortcuts IJCAI 2025 Curriculum-aware Training for Discriminating Molecular Property Prediction Models ICLR 2025 Curvature-based Clustering on Graphs JMLR 2025 Curvature Enhanced Data Augmentation for Regression ICML 2025 CusConcept: Customized Visual Concept Decomposition with Diffusion Models WACV 2025 Customizing the Inductive Biases of Softmax Attention using Structured Matrices ICML 2025 Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning ICML 2025 CWNet: Causal Wavelet Network for Low-Light Image Enhancement ICCV 2025 Cyber Protectors@DravidianLangTech 2025: Abusive Tamil and Malayalam Text Targeting Women on Social Media using FastText NAACL 2025 CYUT at SemEval-2025 Task 6: Prompting with Precision – ESG Analysis via Structured Prompts SemEval 2025 D2CS - Documents Graph Clustering using LLM supervision EMNLP 2025 D2SP: Dynamic Dual-Stage Purification Framework for Dual Noise Mitigation in Vision-based Affective Recognition. CVPR 2025 DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models AAAI 2025 DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition ACL 2025 DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025 DAMMFND: Domain-Aware Multimodal Multi-view Fake News Detection AAAI 2025 DAPI: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification ACL 2025 DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025 DarkIR: Robust Low-Light Image Restoration CVPR 2025 DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning AAAI 2025 DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025 DASS: A Dual-Branch Attention-based Framework for Trajectory Similarity Learning with Spatial and Semantic Fusion IJCAI 2025 data2lang2vec: Data Driven Typological Features Completion COLING 2025