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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)

Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025 Creating Your Editable 3D Photorealistic Avatar with Tetrahedron-constrained Gaussian Splatting CVPR 2025 Credal Two-Sample Tests of Epistemic Uncertainty AISTATS 2025 Credit-based self organizing maps: training deep topographic networks with minimal performance degradation ICLR 2025 CREIMBO: Cross-Regional Ensemble Interactions in Multi-view Brain Observations ICLR 2025 CREPE: Rapid Chest X-ray Report Evaluation by Predicting Multi-category Error Counts EMNLP 2025 Critical Node-aware Augmentation for Hypergraph Contrastive Learning IJCAI 2025 Croppable Knowledge Graph Embedding ACL 2025 Cross-City Latent Space Alignment for Consistency Region Embedding ICML 2025 Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025 Cross-Entropy Is All You Need To Invert the Data Generating Process ICLR 2025 Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques COLING 2025 Cross-Lingual Generalization and Compression: From Language-Specific to Shared Neurons ACL 2025 Cross-Linguistic Phonological Similarity Analysis in Sign Languages Using HamNoSys AACL 2025 Cross-Modal 3D Representation with Multi-View Images and Point Clouds CVPR 2025 Cross-Modal Alignment via Variational Copula Modelling ICML 2025 Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding CVPR 2025 Cross-modal Collaborative Representation Learning for Text-to-Image Person Retrieval IJCAI 2025 Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025 Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts ACL 2025 CROSSNEWS: A Cross-Genre Authorship Verification and Attribution Benchmark AAAI 2025 Cross-Rejective Open-Set SAR Image Registration CVPR 2025 Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data AAAI 2025 Cross-table Synthetic Tabular Data Detection COLING 2025 Cross-Task Affinity Learning for Multitask Dense Scene Predictions WACV 2025