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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)

Scale-Invariant Infinite Hierarchical Topic Model ACL 2023 Scale Invariant Power Iteration JMLR 2023 Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels NeurIPS 2023 Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023 Scaling of Class-wise Training Losses for Post-hoc Calibration ICML 2023 Scaling Riemannian Diffusion Models NeurIPS 2023 Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023 ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts EMNLP 2023 Scattering Vision Transformer: Spectral Mixing Matters NeurIPS 2023 SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment ACL 2023 ScdNER: Span-Based Consistency-Aware Document-Level Named Entity Recognition EMNLP 2023 Scene-Aware Feature Matching ICCV 2023 Scene-Aware Label Graph Learning for Multi-Label Image Classification ICCV 2023 Scene Graph Contrastive Learning for Embodied Navigation ICCV 2023 Scene-robust Natural Language Video Localization via Learning Domain-invariant Representations ACL 2023 SceneTrilogy: On Human Scene-Sketch and Its Complementarity With Photo and Text CVPR 2023 Schema Inference for Interpretable Image Classification ICLR 2023 Schema-learning and rebinding as mechanisms of in-context learning and emergence NeurIPS 2023 SciRepEval: A Multi-Format Benchmark for Scientific Document Representations EMNLP 2023 SConE: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries ACL 2023 Score-balanced Loss for Multi-aspect Pronunciation Assessment Interspeech 2023 Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation AAAI 2023 SE(3) diffusion model with application to protein backbone generation ICML 2023 Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis SemEval 2023 Search-Map-Search: A Frame Selection Paradigm for Action Recognition CVPR 2023