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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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'15
'20
'25

Papers (including subtopics)

PEER: Pre-training ELECTRA Extended by Ranking ACL 2023 Perceptronic Complexity and Online Matrix Completion ALT 2023 Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning NeurIPS 2023 Perceptual Artifacts Localization for Image Synthesis Tasks ICCV 2023 PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis NeurIPS 2023 Performance Comparison of DVS Data Spatial Downscaling Methods Using Spiking Neural Networks WACV 2023 Performance Implications of Using Unrepresentative Corpora in Arabic Natural Language Processing EMNLP 2023 Performative Prediction with Neural Networks AISTATS 2023 Permutation Equivariant Neural Functionals NeurIPS 2023 Persistent Nature: A Generative Model of Unbounded 3D Worlds CVPR 2023 Personality Understanding of Fictional Characters during Book Reading ACL 2023 Personalized Dense Retrieval on Global Index for Voice-enabled Conversational Systems EMNLP 2023 Personalized Dialogue Generation with Persona-Adaptive Attention AAAI 2023 Personalized Dictionary Learning for Heterogeneous Datasets NeurIPS 2023 Personalized Federated Learning under Mixture of Distributions ICML 2023 Personalized Federated Learning with Inferred Collaboration Graphs ICML 2023 Personalized Image Generation for Color Vision Deficiency Population ICCV 2023 Personalized Semantics Excitation for Federated Image Classification ICCV 2023 Personalized Subgraph Federated Learning ICML 2023 Perturbation Analysis of Neural Collapse ICML 2023 PerturbScore: Connecting Discrete and Continuous Perturbations in NLP EMNLP 2023 PESTO: A Post-User Fusion Network for Rumour Detection on Social Media ACL 2023 PETAL: Physics Emulation Through Averaged Linearizations for Solving Inverse Problems NeurIPS 2023 PET-NeuS: Positional Encoding Tri-Planes for Neural Surfaces CVPR 2023 P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting NeurIPS 2023