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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)

ATHAR: A High-Quality and Diverse Dataset for Classical Arabic to English Translation EMNLP 2025 A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive ACL 2025 A Tiny Change, A Giant Leap: Long-Tailed Class-Incremental Learning via Geometric Prototype Alignment ICCV 2025 ATK: Automatic Task-driven Keypoint Selection for Robust Policy Learning CoRL 2025 AtlasIA at SemEval-2025 Task 11: FastText-Based Emotion Detection in Moroccan Arabic for Low-Resource Settings SemEval 2025 Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation ICLR 2025 A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs NAACL 2025 A Trichotomy for List Transductive Online Learning ICML 2025 A Triple-View Framework for Fine-Grained Emotion Classification with Clustering-Guided Contrastive Learning ACL 2025 Attack-inspired Calibration Loss for Calibrating Crack Recognition AAAI 2025 Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025 Attention as a Hypernetwork ICLR 2025 Attention-based Conditional Random Field for Financial Fraud Detection IJCAI 2025 Attention Distillation: A Unified Approach to Visual Characteristics Transfer CVPR 2025 Attention-Guided Masked Autoencoders for Learning Image Representations WACV 2025 Attention layers provably solve single-location regression ICLR 2025 Attention with Dependency Parsing Augmentation for Fine-Grained Attribution ACL 2025 Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning CVPR 2025 Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025 Attribute Inference Attacks for Federated Regression Tasks AAAI 2025 Attribute-Missing Multi-view Graph Clustering CVPR 2025 Attributes Shape the Embedding Space of Face Recognition Models ICML 2025 Attributive Reasoning for Hallucination Diagnosis of Large Language Models AAAI 2025 A Two-Head Loss Function for Deep Average-K Classification WACV 2025 A Two-Stage Learning-to-Defer Approach for Multi-Task Learning ICML 2025