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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)

Datasets of Slovene and Croatian Moderated News Comments EMNLP 2018 Dating Documents using Graph Convolution Networks ACL 2018 Dave the debater: a retrieval-based and generative argumentative dialogue agent EMNLP 2018 Dealing with Medication Non-Adherence Expressions in Twitter EMNLP 2018 De-biasing Covariance-Regularized Discriminant Analysis IJCAI 2018 DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation CVPR 2018 Decision-level Feature Switching as a Paradigm for Replay Attack Detection Interspeech 2018 DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning EMNLP 2018 Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects EMNLP 2018 Deconvolution-Based Global Decoding for Neural Machine Translation COLING 2018 Decorrelated Batch Normalization CVPR 2018 Decoupled Networks CVPR 2018 Decoupling Gradient-Like Learning Rules from Representations ICML 2018 Deep Adversarial Metric Learning CVPR 2018 Deep Adversarial Subspace Clustering CVPR 2018 DeepAlignment: Unsupervised Ontology Matching with Refined Word Vectors NAACL 2018 Deep Anomaly Detection Using Geometric Transformations NeurIPS 2018 Deep Asymmetric Multi-task Feature Learning ICML 2018 Deep Attributed Network Embedding IJCAI 2018 Deep Attribute Guided Representation for Heterogeneous Face Recognition IJCAI 2018 Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection ICLR 2018 Deep-BGT at PARSEME Shared Task 2018: Bidirectional LSTM-CRF Model for Verbal Multiword Expression Identification COLING 2018 Deep Cauchy Hashing for Hamming Space Retrieval CVPR 2018 Deep Clustering for Unsupervised Learning of Visual Features ECCV 2018 Deep Contextualized Word Representations NAACL 2018