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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)

Multi-factor Memory Attentive Model for Knowledge Tracing ACML 2021 Multi-Fidelity High-Order Gaussian Processes for Physical Simulation AISTATS 2021 MultiFix: Learning to Repair Multiple Errors by Optimal Alignment Learning EMNLP 2021 Multi-hop Attention Graph Neural Networks IJCAI 2021 MultiHumES: Multilingual Humanitarian Dataset for Extractive Summarization EACL 2021 Multi-Label Few-Shot Learning for Aspect Category Detection ACL 2021 Multi-label Few-shot Learning with Semantic Inference (Student Abstract) AAAI 2021 Multi-Label Learning From Single Positive Labels CVPR 2021 Multi-Label Learning with Pairwise Relevance Ordering NeurIPS 2021 Multi-Layer Networks for Ensemble Precipitation Forecasts Postprocessing AAAI 2021 Multi-Layer Random Perturbation Training for improving Model Generalization Efficiently EMNLP 2021 Multi-level Distance Regularization for Deep Metric Learning AAAI 2021 Multi-Level Gazetteer-Free Geocoding ACL 2021 Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-Identification IJCAI 2021 Multilingual Counter Narrative Type Classification EMNLP 2021 Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil Interspeech 2021 Multilingual Transfer of Acoustic Word Embeddings Improves When Training on Languages Related to the Target Zero-Resource Language Interspeech 2021 MultiLink: Multi-Class Structure Recovery via Agglomerative Clustering and Model Selection CVPR 2021 MultiMET: A Multimodal Dataset for Metaphor Understanding ACL 2021 Multimodal and Multilingual Embeddings for Large-Scale Speech Mining NeurIPS 2021 Multimodal Contrastive Training for Visual Representation Learning CVPR 2021 Multi-modal Dependency Tree for Video Captioning NeurIPS 2021 Multimodal Humor Dataset: Predicting Laughter Tracks for Sitcoms WACV 2021 Multimodal Item Categorization Fully Based on Transformer ACL 2021 Multi-Modal Multi-Action Video Recognition ICCV 2021