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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
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Papers (including subtopics)

Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis JMLR 2021 Multiview Pseudo-Labeling for Semi-Supervised Learning From Video ICCV 2021 Multi-View Representation Learning via Total Correlation Objective NeurIPS 2021 Multi-View Representation Learning with Manifold Smoothness AAAI 2021 Multiwavelet-based Operator Learning for Differential Equations NeurIPS 2021 Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021 MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task NAACL 2021 Mutual Graph Learning for Camouflaged Object Detection CVPR 2021 Mutual Information Enhanced Training for Speaker Embedding Interspeech 2021 Mutual Information Maximization on Disentangled Representations for Differential Morph Detection WACV 2021 Mutual Supervision for Dense Object Detection ICCV 2021 MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations EMNLP 2021 mvlearn: Multiview Machine Learning in Python JMLR 2021 NARNIA at NLP4IF-2021: Identification of Misinformation in COVID-19 Tweets Using BERTweet NAACL 2021 Narrow Margins: Classification, Margins and Fat Tails ICML 2021 N-ary Constituent Tree Parsing with Recursive Semi-Markov Model ACL 2021 NAS-Bench-x11 and the Power of Learning Curves NeurIPS 2021 NASGEM: Neural Architecture Search via Graph Embedding Method AAAI 2021 Natural Language Processing for Computer Scientists and Data Scientists at a Large State University NAACL 2021 Natural Language Video Localization with Learnable Moment Proposals EMNLP 2021 Natural SQL: Making SQL Easier to Infer from Natural Language Specifications EMNLP 2021 Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation ICML 2021 NBDT: Neural-Backed Decision Tree ICLR 2021 NEAP-F: Network Epoch Accuracy Prediction Framework (Student Abstract) AAAI 2021 Nearest Neighbor Classifier Embedded Network for Active Learning AAAI 2021