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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)

PREMISE: Matching-based Prediction for Accurate Review Recommendation NAACL 2025 Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing CVPR 2025 Preserving AUC Fairness in Learning with Noisy Protected Groups ICML 2025 Preserving Diversity in Supervised Fine-Tuning of Large Language Models ICLR 2025 PreSumm: Predicting Summarization Performance Without Summarizing ACL 2025 Pre-trained Behavioral Model for Malicious User Prediction on Social Platform AAAI 2025 Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers EMNLP 2025 Pretrained Reversible Generation as Unsupervised Visual Representation Learning ICCV 2025 PRIME: Deep Imbalanced Regression with Proxies ICML 2025 PrimeX: A Dataset of Worldview, Opinion, and Explanation EMNLP 2025 Primitive Vision: Improving Diagram Understanding in MLLMs ICML 2025 "Principal Components" Enable A New Language of Images ICCV 2025 Principal Parts Detection for Computational Morphology: Task, Models and Benchmark CoNLL 2025 Principled Algorithms for Optimizing Generalized Metrics in Binary Classification ICML 2025 Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries ACL 2025 Principled Understanding of Generalization for Generative Transformer Models in Arithmetic Reasoning Tasks ACL 2025 Prior2Posterior: Model Prior Correction for Long-Tailed Learning WACV 2025 Prior-aware Dynamic Temporal Modeling Framework for Sequential 3D Hand Pose Estimation ICCV 2025 Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery AAAI 2025 Prior Does Matter: Visual Navigation via Denoising Diffusion Bridge Models CVPR 2025 PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning AAAI 2025 Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency IJCAI 2025 PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025 Privacy Amplification Through Synthetic Data: Insights from Linear Regression ICML 2025 Private Model Personalization Revisited ICML 2025