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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)

MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events IJCAI 2021 Mean Shift for Self-Supervised Learning ICCV 2021 Measure and Evaluation of Semantic Divergence across Two Languages ACL 2021 Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021 Measuring Association Between Labels and Free-Text Rationales EMNLP 2021 Measuring Biases of Word Embeddings: What Similarity Measures and Descriptive Statistics to Use? NAACL 2021 Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions ACL 2021 Measuring Dependence with Matrix-based Entropy Functional AAAI 2021 Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach ACL 2021 Measuring Similarity of Opinion-bearing Sentences EMNLP 2021 Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract) AAAI 2021 MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection SemEval 2021 MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation MLHC 2021 Mediated Uncoupled Learning: Learning Functions without Direct Input-output Correspondences ICML 2021 MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification AAAI 2021 Melodic Phrase Attention Network for Symbolic Data-based Music Genre Classification (Student Abstract) AAAI 2021 Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset ACL 2021 Me-Momentum: Extracting Hard Confident Examples From Noisily Labeled Data ICCV 2021 Memory-Efficient Network for Large-Scale Video Compressive Sensing CVPR 2021 Memory-Gated Recurrent Networks AAAI 2021 Merging Statistical Feature via Adaptive Gate for Improved Text Classification AAAI 2021 MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces AAAI 2021 Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning ICML 2021 Meta-Cal: Well-controlled Post-hoc Calibration by Ranking ICML 2021 Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021