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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)

Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018 Deep Convex Representations: Feature Representations for Bioacoustics Classification Interspeech 2018 Deep Convolutional Neural Network with Scalogram for Audio Scene Modeling Interspeech 2018 Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification ACML 2018 Deep Defense: Training DNNs with Improved Adversarial Robustness NeurIPS 2018 Deep Density Clustering of Unconstrained Faces CVPR 2018 Deep Density Destructors ICML 2018 Deep Discrete Prototype Multilabel Learning IJCAI 2018 Deep Discriminative Embeddings for Duration Robust Speaker Verification Interspeech 2018 Deep Dungeons and Dragons: Learning Character-Action Interactions from Role-Playing Game Transcripts NAACL 2018 Deep Embedded Clustering with Data Augmentation ACML 2018 Deep End-to-End Time-of-Flight Imaging CVPR 2018 Deep Enhanced Representation for Implicit Discourse Relation Recognition COLING 2018 Deep Exhaustive Model for Nested Named Entity Recognition EMNLP 2018 Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures Interspeech 2018 Deep Factorization Machines for Knowledge Tracing NAACL 2018 Deep Fully-Connected Part-Based Models for Human Pose Estimation ACML 2018 Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions NeurIPS 2018 Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking ICLR 2018 Deep Generative Markov State Models NeurIPS 2018 Deep Generative Models for Distribution-Preserving Lossy Compression NeurIPS 2018 Deep Generative Models with Learnable Knowledge Constraints NeurIPS 2018 Deep Group-Shuffling Random Walk for Person Re-Identification CVPR 2018 Deep Hashing via Discrepancy Minimization CVPR 2018 Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations JMLR 2018