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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)

Human-Guided Complexity-Controlled Abstractions NeurIPS 2023 HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation CVPR 2023 Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning AAAI 2023 Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language NeurIPS 2023 Humanly Certifying Superhuman Classifiers ICLR 2023 Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax AAAI 2023 Human Pose As Compositional Tokens CVPR 2023 Human Pose Estimation in Extremely Low-Light Conditions CVPR 2023 Human Raters Cannot Distinguish English Translations from Original English Texts EMNLP 2023 Hungry Hungry Hippos: Towards Language Modeling with State Space Models ICLR 2023 HW-TSC at SemEval-2023 Task 7: Exploring the Natural Language Inference Capabilities of ChatGPT and Pre-trained Language Model for Clinical Trial SemEval 2023 Hybrid Active Learning via Deep Clustering for Video Action Detection CVPR 2023 Hybrid and Collaborative Passage Reranking ACL 2023 Hybrid CNN-Transformer Feature Fusion for Single Image Deraining AAAI 2023 Hybrid Convolution Method for Graph Classification Using Hierarchical Topology Feature ACML 2023 Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection ICML 2023 Hybrid Models for Sentence Readability Assessment ACL 2023 Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks ACL 2023 HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model ACL 2023 Hyperbolic Contrastive Learning for Visual Representations Beyond Objects CVPR 2023 Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation Learning ICML 2023 Hyperbolic Image-text Representations ICML 2023 Hyperbolic Representation Learning: Revisiting and Advancing ICML 2023 Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels NeurIPS 2023 Hyperbolic VAE via Latent Gaussian Distributions NeurIPS 2023