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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
'5
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'25

Papers (including subtopics)

FNSCC: Fuzzy Neighborhood-Aware Self-Supervised Contrastive Clustering for Short Text EMNLP 2025 Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification ICML 2025 FoldToken: Learning Protein Language via Vector Quantization and Beyond AAAI 2025 Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows CVPR 2025 Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment EMNLP 2025 FOMO-3D: Using Vision Foundation Models for Long-Tailed 3D Object Detection CoRL 2025 Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025 Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation AAAI 2025 Forensic Iris Image-Based Post-Mortem Interval Estimation WACV 2025 ForgDiffuser: General Image Forgery Localization with Diffusion Models IJCAI 2025 FormalAlign: Automated Alignment Evaluation for Autoformalization ICLR 2025 Formal Quality Measures for Predictors in Markov Decision Processes AAAI 2025 Formal Synthesis of Barrier Certificates Using Fourier Kolmogorov-Arnold Network AAAI 2025 Forte : Finding Outliers with Representation Typicality Estimation ICLR 2025 For Universal Multiclass Online Learning, Bandit Feedback and Full Supervision are Equivalent ALT 2025 Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports SemEval 2025 Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection ICML 2025 Foundations of the Theory of Performance-Based Ranking CVPR 2025 Fourier Head: Helping Large Language Models Learn Complex Probability Distributions ICLR 2025 Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization ICML 2025 Fourier Sliced-Wasserstein Embedding for Multisets and Measures ICLR 2025 FrameBridge: Improving Image-to-Video Generation with Bridge Models ICML 2025 FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025 FreDF: Learning to Forecast in the Frequency Domain ICLR 2025 FreeCG: Free the Design Space of Clebsch-Gordan Transform for Machine Learning Force Fields ICLR 2025