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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)

Large Margin Neural Language Model EMNLP 2018 Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport NeurIPS 2018 Large-Scale Distance Metric Learning With Uncertainty CVPR 2018 Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion ICML 2018 Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs NAACL 2018 LaSTUS/TALN at Complex Word Identification (CWI) 2018 Shared Task NAACL 2018 Latent Space Policies for Hierarchical Reinforcement Learning ICML 2018 Layer Trajectory LSTM Interspeech 2018 Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation NeurIPS 2018 LC-RNN: A Deep Learning Model for Traffic Speed Prediction IJCAI 2018 LDMNet: Low Dimensional Manifold Regularized Neural Networks CVPR 2018 LDR at SemEval-2018 Task 3: A Low Dimensional Text Representation for Irony Detection SemEval 2018 Lean Multiclass Crowdsourcing CVPR 2018 Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations ICML 2018 Learning a Complete Image Indexing Pipeline CVPR 2018 Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search Interspeech 2018 Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition CVPR 2018 Learning Adversarially Fair and Transferable Representations ICML 2018 Learning a latent manifold of odor representations from neural responses in piriform cortex NeurIPS 2018 Learning a Mixture of Two Multinomial Logits ICML 2018 Learning and Communicating the Latent States of Human-Machine Collaboration IJCAI 2018 Learning and Evaluating Sparse Interpretable Sentence Embeddings EMNLP 2018 Learning and Inference in Hilbert Space with Quantum Graphical Models NeurIPS 2018 Learning and Memorization ICML 2018 Learning and Modeling Unit Embeddings for Improving HMM-based Unit Selection Speech Synthesis Interspeech 2018