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Representation Learning

20,822 papers

Papers per year

2
9
101
309
2011
2283
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Papers

An Improved Gap-Dependency Analysis of the Noisy Power Method COLT 2016
Noisy Tensor Completion via the Sum-of-Squares Hierarchy COLT 2016
Basis Learning as an Algorithmic Primitive COLT 2016
On the Approximability of Sparse PCA COLT 2016
Online Learning with Low Rank Experts COLT 2016
When can we rank well from comparisons of O(n\log(n)) non-actively chosen pairs? COLT 2016
Multi-Cue Zero-Shot Learning With Strong Supervision CVPR 2016
One-Shot Learning of Scene Locations via Feature Trajectory Transfer CVPR 2016
Learning to Assign Orientations to Feature Points CVPR 2016
Learning to Localize Little Landmarks CVPR 2016
InterActive: Inter-Layer Activeness Propagation CVPR 2016
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR 2016
Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016
Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales CVPR 2016
Efficient and Robust Color Consistency for Community Photo Collections CVPR 2016
Learning Temporal Regularity in Video Sequences CVPR 2016
ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering CVPR 2016
Summary Transfer: Exemplar-Based Subset Selection for Video Summarization CVPR 2016
SketchNet: Sketch Classification With Web Images CVPR 2016
Picking Deep Filter Responses for Fine-Grained Image Recognition CVPR 2016
Mining Discriminative Triplets of Patches for Fine-Grained Classification CVPR 2016
Recurrent Attention Models for Depth-Based Person Identification CVPR 2016
Joint Learning of Single-Image and Cross-Image Representations for Person Re-Identification CVPR 2016
Hierarchical Gaussian Descriptor for Person Re-Identification CVPR 2016
Siamese Instance Search for Tracking CVPR 2016