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Core Methods

48,729 papers (8 classified directly here)

Subtopics

Representation Learning (20,822) Classification (15,805) Regression (5,004) Embedding Learning (3,753) Clustering (3,638) Metric Learning (2,854) Graph Neural Networks (1,141) Graphical Models (985) Feature Learning (860) Dimensionality Reduction (707) Kernel Methods (642) Interpretability (499) Feature Selection (479) Matrix Factorization (383) Ranking (283) Ensemble Methods (267) Anomaly Detection (267) Support Vector Machine (254) Sequence Modeling (237) Structured Prediction (205) Sequence Labeling (166) Topic Modeling (123) Sparse Coding (107) Matrix Completion (103) Retrieval (99) Neural Networks (79) Inference (21) Model Selection (19) Decision Tree (16) Prediction (15) Density Estimation (9) Estimation (8) Feature Extraction (7) Information Extraction (7)

Papers per year

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Papers (including subtopics)

CNN-N-Gram for Handwriting Word Recognition CVPR 2016
Recurrent Face Aging CVPR 2016
Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions CVPR 2016
Visually Indicated Sounds CVPR 2016
Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP) CVPR 2016
Do It Yourself Hyperspectral Imaging With Everyday Digital Cameras CVPR 2016
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis CVPR 2016
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016
Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks CVPR 2016
Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016
Learning to Co-Generate Object Proposals With a Deep Structured Network CVPR 2016
Blockout: Dynamic Model Selection for Hierarchical Deep Networks CVPR 2016
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights CVPR 2016
Structured Receptive Fields in CNNs CVPR 2016
Mining 3D Key-Pose-Motifs for Action Recognition CVPR 2016
Actions ~ Transformations CVPR 2016
Visual Path Prediction in Complex Scenes With Crowded Moving Objects CVPR 2016
Action Recognition in Video Using Sparse Coding and Relative Features CVPR 2016
Laplacian Patch-Based Image Synthesis CVPR 2016
Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion CVPR 2016
D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images CVPR 2016
Online Collaborative Learning for Open-Vocabulary Visual Classifiers CVPR 2016
Rethinking the Inception Architecture for Computer Vision CVPR 2016
RIFD-CNN: Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection CVPR 2016
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks CVPR 2016