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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)

PSyCo: Manifold Span Reduction for Super Resolution CVPR 2016 Pull the Plug? Predicting If Computers or Humans Should Segment Images CVPR 2016 Putting German [ʃ] and [ç] in Two Different Boxes: Native German vs L2 German of French Learners Interspeech 2016 Quality Estimation for Language Output Applications COLING 2016 Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests JMLR 2016 Quantization based Fast Inner Product Search AISTATS 2016 Quantized Random Projections and Non-Linear Estimation of Cosine Similarity NeurIPS 2016 Quantum Perceptron Models NeurIPS 2016 Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels JMLR 2016 Random Features for Sparse Signal Classification CVPR 2016 Random Forest for the Contextual Bandit Problem AISTATS 2016 Random Fourier Features For Operator-Valued Kernels ACML 2016 Random Rotation Ensembles JMLR 2016 Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network CVPR 2016 Recognition of Dysarthric Speech Using Voice Parameters for Speaker Adaptation and Multi-Taper Spectral Estimation Interspeech 2016 Recognition of Multiple Bird Species Based on Penalised Maximum Likelihood and HMM-Based Modelling of Individual Vocalisation Elements Interspeech 2016 Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix Completion CVPR 2016 Reconstructing Parameters of Spreading Models from Partial Observations NeurIPS 2016 Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning CVPR 2016 Recurrent Attentional Networks for Saliency Detection CVPR 2016 Recurrent Attention Models for Depth-Based Person Identification CVPR 2016 Recurrent Face Aging CVPR 2016 Recurrent Neural Network-Based Phoneme Sequence Estimation Using Multiple ASR Systems’ Outputs for Spoken Term Detection Interspeech 2016 Recurrent Neural Network Language Model with Incremental Updated Context Information Generated Using Bag-of-Words Representation Interspeech 2016 Recurrent Orthogonal Networks and Long-Memory Tasks ICML 2016