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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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'15
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'25

Papers (including subtopics)

Deep Compositional Metric Learning CVPR 2021 Deep Conditional Gaussian Mixture Model for Constrained Clustering NeurIPS 2021 Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws AAAI 2021 Deep Convolutional Dictionary Learning for Image Denoising CVPR 2021 Deep Cox Mixtures for Survival Regression MLHC 2021 Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments CVPR 2021 Deep Descriptive Clustering IJCAI 2021 Deep Differential Amplifier for Extractive Summarization ACL 2021 Deep Discourse Analysis for Generating Personalized Feedback in Intelligent Tutor Systems AAAI 2021 DeepDT: Learning Geometry From Delaunay Triangulation for Surface Reconstruction AAAI 2021 Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning AAAI 2021 Deep Equals Shallow for ReLU Networks in Kernel Regimes ICLR 2021 Deep Explicit Duration Switching Models for Time Series NeurIPS 2021 Deep Extended Hazard Models for Survival Analysis NeurIPS 2021 Deep Fusion Clustering Network AAAI 2021 Deep Generative Learning via Schrödinger Bridge ICML 2021 Deep Graph Matching Under Quadratic Constraint CVPR 2021 Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing AAAI 2021 Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021 Deep Homography for Efficient Stereo Image Compression CVPR 2021 Deep Hough Voting for Robust Global Registration ICCV 2021 DeepI2P: Image-to-Point Cloud Registration via Deep Classification CVPR 2021 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NeurIPS 2021 Deep Just-In-Time Inconsistency Detection Between Comments and Source Code AAAI 2021 Deep kernel processes ICML 2021