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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)

Streaming Bayesian Deep Tensor Factorization ICML 2021 Streaming Belief Propagation for Community Detection NeurIPS 2021 Streaming k-PCA: Efficient guarantees for Oja’s algorithm, beyond rank-one updates COLT 2021 Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing ACL 2021 Stress Test Evaluation of Biomedical Word Embeddings NAACL 2021 Strong Consistency, Graph Laplacians, and the Stochastic Block Model JMLR 2021 Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor ACL 2021 Structural Pre-training for Dialogue Comprehension ACL 2021 Structure-Augmented Keyphrase Generation EMNLP 2021 Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs NAACL 2021 Structure-Aware Face Clustering on a Large-Scale Graph With 107 Nodes CVPR 2021 Structure-Aware Random Fourier Kernel for Graphs NeurIPS 2021 Structure-aware Sentence Encoder in Bert-Based Siamese Network ACL 2021 Structured abbreviation expansion in context EMNLP 2021 Structured Convolutional Kernel Networks for Airline Crew Scheduling ICML 2021 Structured Multi-Level Interaction Network for Video Moment Localization via Language Query CVPR 2021 Structured Outdoor Architecture Reconstruction by Exploration and Classification ICCV 2021 Structured Reordering for Modeling Latent Alignments in Sequence Transduction NeurIPS 2021 Structured Visual Search via Composition-Aware Learning WACV 2021 Structure Guided Lane Detection IJCAI 2021 Structure learning in polynomial time: Greedy algorithms, Bregman information, and exponential families NeurIPS 2021 Structure Learning of Undirected Graphical Models for Count Data JMLR 2021 Structure-Preserving Deraining With Residue Channel Prior Guidance ICCV 2021 Structurizing Misinformation Stories via Rationalizing Fact-Checks ACL 2021 Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher ICCV 2021