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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)

Sparse Bayesian Learning via Stepwise Regression ICML 2021 Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration NeurIPS 2021 Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization ICLR 2021 Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient ICML 2021 Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations AISTATS 2021 Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains NeurIPS 2021 Sparse Quantized Spectral Clustering ICLR 2021 Sparse R-CNN: End-to-End Object Detection With Learnable Proposals CVPR 2021 Sparse Tensor Additive Regression JMLR 2021 Sparsity-Agnostic Lasso Bandit ICML 2021 SPaR.txt, a Cheap Shallow Parsing Approach for Regulatory Texts EMNLP 2021 Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition ICCV 2021 Spatial Assembly Networks for Image Representation Learning CVPR 2021 Spatially-Invariant Style-Codes Controlled Makeup Transfer CVPR 2021 Spatially-Varying Outdoor Lighting Estimation From Intrinsics CVPR 2021 Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning IJCAI 2021 Spatial-Temporal Transformer for Dynamic Scene Graph Generation ICCV 2021 Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition AAAI 2021 Spatio-Temporal Dynamic Inference Network for Group Activity Recognition ICCV 2021 Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation AAAI 2021 Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021 Spatio-Temporal Representation Factorization for Video-Based Person Re-Identification ICCV 2021 Spatio-Temporal Self-Supervised Representation Learning for 3D Point Clouds ICCV 2021 SPDE-Net: Neural Network based prediction of stabilization parameter for SUPG technique ACML 2021 Speaker Diarization Using Two-Pass Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings Interspeech 2021