← Core Methods
Machine Learning › Core Methods ›

Representation Learning

18863 directly classified papers

Papers per year

Papers

Learning Temporal Regularity in Video Sequences CVPR 2016
Geospatial Correspondences for Multimodal Registration CVPR 2016
ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering CVPR 2016
Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations CVPR 2016
Material Classification Using Raw Time-Of-Flight Measurements CVPR 2016
SketchNet: Sketch Classification With Web Images CVPR 2016
Recurrent Attention Models for Depth-Based Person Identification CVPR 2016
A Sparse Interactive Model for Matrix Completion with Side Information NIPS 2016
A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NIPS 2016
Optimal Sparse Linear Encoders and Sparse PCA NIPS 2016
Preference Completion from Partial Rankings NIPS 2016
Fast recovery from a union of subspaces NIPS 2016
Relevant sparse codes with variational information bottleneck NIPS 2016
Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated NIPS 2016
TASTY: Interactive Entity Linking As-You-Type COLING 2016
HistoryComparator: Interactive Across-Time Comparison in Document Archives COLING 2016
Tensor vs. Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations AISTATS 2016
Fast Dictionary Learning with a Smoothed Wasserstein Loss AISTATS 2016
Equivalence of Graphical Lasso and Thresholding for Sparse Graphs JMLR 2016
Structured Generative Models of Continuous Features for Word Sense Induction COLING 2016
A Neural Network Approach for Knowledge-Driven Response Generation COLING 2016
Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation COLING 2016
Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling COLING 2016
English-Chinese Knowledge Base Translation with Neural Network COLING 2016
Neural-based Noise Filtering from Word Embeddings COLING 2016