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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)

SEAT: Stable and Explainable Attention AAAI 2023 SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations CVPR 2023 SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching ICML 2023 See How You Read? Multi-Reading Habits Fusion Reasoning for Multi-Modal Fake News Detection AAAI 2023 Seeing a Rose in Five Thousand Ways CVPR 2023 Seeing through the mess: evolutionary dynamics of lexical polysemy EMNLP 2023 Sefamerve at SemEval-2023 Task 12: Semantic Evaluation of Rarely Studied Languages SemEval 2023 SEF-Net: Speaker Embedding Free Target Speaker Extraction Network Interspeech 2023 SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023 SegFormer: A Topic Segmentation Model with Controllable Range of Attention AAAI 2023 Select and Optimize: Learning to solve large-scale TSP instances AISTATS 2023 Selection by Prediction with Conformal p-values JMLR 2023 Selective inference for k-means clustering JMLR 2023 Selectively Answering Ambiguous Questions EMNLP 2023 Selective Nonparametric Regression via Testing ACML 2023 Selective Structured State-Spaces for Long-Form Video Understanding CVPR 2023 Selector-Enhancer: Learning Dynamic Selection of Local and Non-local Attention Operation for Speech Enhancement AAAI 2023 Self-adaptive Context and Modal-interaction Modeling For Multimodal Emotion Recognition ACL 2023 Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023 Self-Adaptive Motion Tracking against On-body Displacement of Flexible Sensors NeurIPS 2023 Self-Asymmetric Invertible Network for Compression-Aware Image Rescaling AAAI 2023 Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network AAAI 2023 Self-Directed Linear Classification COLT 2023 Self-Distilled Self-Supervised Representation Learning WACV 2023 Self-Emphasizing Network for Continuous Sign Language Recognition AAAI 2023