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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

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51
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966
4,853
5,823
2000
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Papers (including subtopics)

Attentive Multiview Text Representation for Differential Diagnosis ACL 2021 Attentive Neural Point Processes for Event Forecasting AAAI 2021 AttesTable at SemEval-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding SemEval 2021 Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance ALT 2021 Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition AAAI 2021 A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems JMLR 2021 Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention WACV 2021 Augmentation Strategies for Learning With Noisy Labels CVPR 2021 Augmented Experiment in Material Engineering Using Machine Learning AAAI 2021 Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks NAACL 2021 Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting ICLR 2021 AugSplicing: Synchronized Behavior Detection in Streaming Tensors AAAI 2021 A Unified Approach to Discourse Relation Classification in nine Languages EMNLP 2021 A Unified Encoding of Structures in Transition Systems EMNLP 2021 A Unified Feature Representation for Lexical Connotations EACL 2021 A Unified Framework for Compressive Video Recovery From Coded Exposure Techniques WACV 2021 A unified framework for Hamiltonian deep neural networks L4DC 2021 A Unified Framework for Planning with Learned Neural Network Transition Models AAAI 2021 A Unified Framework for Random Forest Prediction Error Estimation JMLR 2021 A Unified Framework for Spectral Clustering in Sparse Graphs JMLR 2021 A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations AAAI 2021 A Unified Sample Selection Framework for Output Noise Filtering: An Error-Bound Perspective JMLR 2021 A Unified View of cGANs with and without Classifiers NeurIPS 2021 A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning Based on Rényi Divergence Minimization Interspeech 2021 A Universal Representation Transformer Layer for Few-Shot Image Classification ICLR 2021