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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
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'25

Papers (including subtopics)

Multi-task Representation Learning for Pure Exploration in Bilinear Bandits NeurIPS 2023 Multi-task Representation Learning for Pure Exploration in Linear Bandits ICML 2023 Multi-task Representation Learning with Stochastic Linear Bandits AISTATS 2023 Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization ICLR 2023 Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023 Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation CVPR 2023 Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling JMLR 2023 Multivariate Time-series Imputation with Disentangled Temporal Representations ICLR 2023 Multi-View Active Fine-Grained Visual Recognition ICCV 2023 Multi-view Collaborative Gaussian Process Dynamical Systems JMLR 2023 Multiview Compressive Coding for 3D Reconstruction CVPR 2023 Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs EMNLP 2023 Multiview Identifiers Enhanced Generative Retrieval ACL 2023 Multi-View Independent Component Analysis with Shared and Individual Sources UAI 2023 Multi-view Modelling of Longitudinal Health Data for Improved Prognostication of Colorectal Cancer Recurrence MLHC 2023 Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning AAAI 2023 Multi-View Photometric Stereo Revisited WACV 2023 Multi-View Robust Graph Representation Learning for Graph Classification IJCAI 2023 Multi-view Self-supervised Disentanglement for General Image Denoising ICCV 2023 Multi-View Source Ablation for Faithful Summarization EACL 2023 Multiwinner Voting with Possibly Unavailable Candidates AAAI 2023 MuMIC – Multimodal Embedding for Multi-Label Image Classification with Tempered Sigmoid AAAI 2023 Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem IJCAI 2023 MUST&P-SRL: Multi-lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation Learning EMNLP 2023 MUTANT: A Multi-sentential Code-mixed Hinglish Dataset EACL 2023