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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)

A Cross-Lingual Study of Homotransphobia on Twitter EACL 2023 A Crowd-AI Collaborative Duo Relational Graph Learning Framework towards Social Impact Aware Photo Classification AAAI 2023 ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation CVPR 2023 ACSMKRHR at SemEval-2023 Task 10: Explainable Online Sexism Detection(EDOS) SemEval 2023 Act3D: 3D Feature Field Transformers for Multi-Task Robotic Manipulation CoRL 2023 ACTA: Short-Answer Grading in High-Stakes Medical Exams ACL 2023 ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion ACL 2023 Actionable Neural Representations: Grid Cells from Minimal Constraints ICLR 2023 Action-Aware Masking Network With Group-Based Attention for Temporal Action Localization WACV 2023 Action Matching: Learning Stochastic Dynamics from Samples ICML 2023 Actionness Inconsistency-Guided Contrastive Learning for Weakly-Supervised Temporal Action Localization AAAI 2023 Active Bipartite Ranking NeurIPS 2023 Active Collaborative Localization in Heterogeneous Robot Teams RSS 2023 Active Image Indexing ICLR 2023 Active Learning based Structural Inference ICML 2023 Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma Interspeech 2023 Active Learning for Single Neuron Models with Lipschitz Non-Linearities AISTATS 2023 Actively Supervised Clustering for Open Relation Extraction ACL 2023 Active metric learning and classification using similarity queries UAI 2023 Active Negative Loss Functions for Learning with Noisy Labels NeurIPS 2023 Active representation learning for general task space with applications in robotics NeurIPS 2023 Active Token Mixer AAAI 2023 Activity Grammars for Temporal Action Segmentation NeurIPS 2023 ACTOR: Active Learning with Annotator-specific Classification Heads to Embrace Human Label Variation EMNLP 2023 Actually Sparse Variational Gaussian Processes AISTATS 2023