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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)

Metric Compatible Training for Online Backfilling in Large-Scale Retrieval WACV 2025 Metric Distortion of Line-up Elections: The Right Person for the Right Job AAAI 2025 Metric-Driven Attributions for Vision Transformers ICLR 2025 Metric Embeddings Beyond Bi-Lipschitz Distortion via Sherali-Adams COLT 2025 MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation CVPR 2025 Metric Learning in an RKHS UAI 2025 MetricX-25 and GemSpanEval: Google Translate Submissions to the WMT25 Evaluation Shared Task EMNLP 2025 MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025 M+: Extending MemoryLLM with Scalable Long-Term Memory ICML 2025 MGCA-Net: Multi-Graph Contextual Attention Network for Two-View Correspondence Learning IJCAI 2025 MGMapNet: Multi-Granularity Representation Learning for End-to-End Vectorized HD Map Construction ICLR 2025 MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media NAACL 2025 MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection IJCAI 2025 M-Help: Using Social Media Data to Detect Mental Health Help-Seeking Signals EMNLP 2025 Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025 MIEB: Massive Image Embedding Benchmark ICCV 2025 MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification AAAI 2025 MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space ACL 2025 MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Masked Image Modeling Representations ICLR 2025 Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025 Mind_Matrix at CQs-Gen 2025: Adaptive Generation of Critical Questions for Argumentative Interventions ACL 2025 MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification SemEval 2025 MindSimulator: Exploring Brain Concept Localization via Synthetic fMRI ICLR 2025 Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching ICCV 2025 Mind the Gap: Gender-based Differences in Occupational Embeddings ACL 2025