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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
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966
4,853
5,823
2000
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Papers (including subtopics)

Articulatory Coordination for Speech Motor Tracking in Huntington Disease Interspeech 2021 Artificial Text Detection via Examining the Topology of Attention Maps EMNLP 2021 Artistic Style Transfer with Internal-external Learning and Contrastive Learning NeurIPS 2021 A Sampling-Based Method for Tensor Ring Decomposition ICML 2021 A Scalable Deterministic Global Optimization Algorithm for Clustering Problems ICML 2021 A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples ICML 2021 ASCNet: Self-Supervised Video Representation Learning With Appearance-Speed Consistency ICCV 2021 A Second-Order Approach to Learning With Instance-Dependent Label Noise CVPR 2021 A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading EMNLP 2021 A Semantic Filter Based on Relations for Knowledge Graph Completion EMNLP 2021 A Sequence-to-Set Network for Nested Named Entity Recognition IJCAI 2021 A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration JMLR 2021 A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations EMNLP 2021 A Simple Feature Augmentation for Domain Generalization ICCV 2021 A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders EMNLP 2021 A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News EACL 2021 A Simultaneous Denoising and Dereverberation Framework with Target Decoupling Interspeech 2021 A Sliding-Window Approach to Automatic Creation of Meeting Minutes NAACL 2021 ASMR: Learning Attribute-Based Person Search With Adaptive Semantic Margin Regularizer ICCV 2021 A Span-based Dynamic Local Attention Model for Sequential Sentence Classification ACL 2021 A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition ACL 2021 A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis AAAI 2021 A Spectro-Temporal Glimpsing Index (STGI) for Speech Intelligibility Prediction Interspeech 2021 A Speech Emotion Recognition Framework for Better Discrimination of Confusions Interspeech 2021 ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning NeurIPS 2021