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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 Single Image Camera Calibration With Radial Distortion CVPR 2019 Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing CVPR 2019 Deep Sky Modeling for Single Image Outdoor Lighting Estimation CVPR 2019 Deep Speaker Embedding Extraction with Channel-Wise Feature Responses and Additive Supervision Softmax Loss Function Interspeech 2019 Deep Speaker Recognition: Modular or Monolithic? Interspeech 2019 Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019 Deep Spectral Kernel Learning IJCAI 2019 Deep Spherical Quantization for Image Search CVPR 2019 Deep SR-ITM: Joint Learning of Super-Resolution and Inverse Tone-Mapping for 4K UHD HDR Applications ICCV 2019 DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis AAAI 2019 Deep Structured Prediction for Facial Landmark Detection NeurIPS 2019 Deep Supervised Cross-Modal Retrieval CVPR 2019 Deep Supervised Hashing With Anchor Graph ICCV 2019 Deep Supervised Summarization: Algorithm and Application to Learning Instructions NeurIPS 2019 Deep Switch Networks for Generating Discrete Data and Language AISTATS 2019 DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval AAAI 2019 Deep Topic Models for Multi-label Learning AISTATS 2019 Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019 Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI AAAI 2019 Deep Unknown Intent Detection with Margin Loss ACL 2019 Deep Video Frame Interpolation Using Cyclic Frame Generation AAAI 2019 DeepView: View Synthesis With Learned Gradient Descent CVPR 2019 DeepVoxels: Learning Persistent 3D Feature Embeddings CVPR 2019 Defending against Whitebox Adversarial Attacks via Randomized Discretization AISTATS 2019 DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information AAAI 2019