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feature learning

1309 papers

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Co-occurring keywords

representation learning (6174) convolutional neural network (4216) neural network (6616) image classification (1943) unsupervised learning (3255) domain adaptation (4578) object detection (2759) transfer learning (5442) self-supervised learning (3751) deep learning (2111)

Papers

Learning with Recursive Perceptual Representations NIPS 2012
ImageNet Classification with Deep Convolutional Neural Networks NIPS 2012
Online Incremental Feature Learning with Denoising Autoencoders AISTATS 2012
Deep Learning of Invariant Features via Simulated Fixations in Video NIPS 2012
Emergence of Object-Selective Features in Unsupervised Feature Learning NIPS 2012
Deep Representations and Codes for Image Auto-Annotation NIPS 2012
Learning Latent Variable Models by Pairwise Cluster Comparison ACML 2012
On Nonparametric Guidance for Learning Autoencoder Representations AISTATS 2012
Convolutional-Recursive Deep Learning for 3D Object Classification NIPS 2012
Gradient Weights help Nonparametric Regressors NIPS 2012
Learning Partially Observable Models Using Temporally Abstract Decision Trees NIPS 2012
Learning the Dependency Structure of Latent Factors NIPS 2012
Learning to Align from Scratch NIPS 2012
Multiresolution Deep Belief Networks AISTATS 2012
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning NIPS 2011
Selecting Receptive Fields in Deep Networks NIPS 2011
Co-Training for Domain Adaptation NIPS 2011
Dimensionality Reduction for Spectral Clustering AISTATS 2011
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NIPS 2011
Learning Class-relevant Features and Class-irrelevant Features via a Hybrid third-order RBM AISTATS 2011
The Kernel Beta Process NIPS 2011
PiCoDes: Learning a Compact Code for Novel-Category Recognition NIPS 2011
Unsupervised learning models of primary cortical receptive fields and receptive field plasticity NIPS 2011
Sparse Filtering NIPS 2011
Large-Scale Category Structure Aware Image Categorization NIPS 2011