v1v2 (latest)

Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

26 June 2014

Alexey Dosovitskiy

Philipp Fischer

Jost Tobias Springenberg

Martin Riedmiller

Thomas Brox

OOD

SSL

ArXiv (abs)PDF HTML

Papers citing "Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks"

29 / 379 papers shown

Title
Semi-supervised deep learning by metric embedding Elad Hoffer Nir Ailon SSL 68 27 0 04 Nov 2016
Deep unsupervised learning through spatial contrasting Elad Hoffer Itay Hubara Nir Ailon SSL 86 22 0 02 Oct 2016
CliqueCNN: Deep Unsupervised Exemplar Learning Miguel Angel Bautista A. Sanakoyeu Ekaterina Tikhoncheva Bjorn Ommer SSL 85 114 0 31 Aug 2016
Facial Expression Recognition Using a Hybrid CNN-SIFT Aggregator M. Al-Shabi W. Cheah M. G. K. Ong CVBM 77 126 0 09 Aug 2016
Theta-RBM: Unfactored Gated Restricted Boltzmann Machine for Rotation-Invariant Representations M. Giuffrida Sotirios A. Tsaftaris 28 2 0 28 Jun 2016
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning Mehdi S. M. Sajjadi Mehran Javanmardi Tolga Tasdizen BDL 119 1,116 0 14 Jun 2016
Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks Boris Knyazev Erhardt Barth T. Martinetz SSL 40 0 0 02 Jun 2016
WarpNet: Weakly Supervised Matching for Single-view Reconstruction Angjoo Kanazawa David Jacobs Manmohan Chandraker 74 161 0 19 Apr 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 102 819 0 13 Apr 2016
Free-Space Detection with Self-Supervised and Online Trained Fully Convolutional Networks Willem P. Sanberg Gijs Dubbelman Peter H. N. de With 79 26 0 08 Apr 2016
Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database Xiaosong Wang Le Lu Hoo-Chang Shin Lauren Kim Isabella Nogues Jianhua Yao Ronald M. Summers 45 16 0 25 Mar 2016
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue Ravi Garg B. V. Kumar G. Carneiro Ian Reid 3DV MDE 133 1,532 0 16 Mar 2016
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach Mattis Paulin Julien Mairal Matthijs Douze Zaïd Harchaoui Florent Perronnin Cordelia Schmid SSL 84 66 0 01 Mar 2016
Unsupervised High-level Feature Learning by Ensemble Projection for Semi-supervised Image Classification and Image Clustering Dengxin Dai Luc Van Gool 97 31 0 02 Feb 2016
Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions B. V. Kumar G. Carneiro Ian Reid SSL 101 312 0 31 Dec 2015
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes Satwik Kottur Ramakrishna Vedantam José M. F. Moura Devi Parikh VLM 107 85 0 22 Nov 2015
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks Jost Tobias Springenberg GAN 89 746 0 19 Nov 2015
Convolutional Clustering for Unsupervised Learning Aysegül Dündar Jonghoon Jin Eugenio Culurciello SSL 84 84 0 19 Nov 2015
Deep Linear Discriminant Analysis Matthias Dorfer Rainer Kelz Gerhard Widmer 93 135 0 15 Nov 2015
Deep Networks Can Resemble Human Feed-forward Vision in Invariant Object Recognition Saeed Reza Kheradpisheh M. Ghodrati M. Ganjtabesh T. Masquelier 112 178 0 17 Aug 2015
Semi-Supervised Learning with Ladder Networks Antti Rasmus Harri Valpola Mikko Honkala Mathias Berglund T. Raiko SSL 113 1,373 0 09 Jul 2015
Slow and steady feature analysis: higher order temporal coherence in video Dinesh Jayaraman Kristen Grauman 105 143 0 15 Jun 2015
Stacked What-Where Auto-encoders Jiaqi Zhao Michaël Mathieu Ross Goroshin Yann LeCun DiffM BDL 121 258 0 08 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,627 0 18 May 2015
Learning image representations tied to ego-motion Dinesh Jayaraman Kristen Grauman SSL 91 246 0 08 May 2015
Denoising autoencoder with modulated lateral connections learns invariant representations of natural images Antti Rasmus T. Raiko Harri Valpola AI4CE 74 20 0 22 Dec 2014
An Analysis of Unsupervised Pre-training in Light of Recent Advances T. Paine Pooya Khorrami Wei Han Thomas S. Huang SSL 140 56 0 20 Dec 2014
Learning to Generate Chairs, Tables and Cars with Convolutional Networks Alexey Dosovitskiy Jost Tobias Springenberg Maxim Tatarchenko Thomas Brox GAN 199 676 0 21 Nov 2014
Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata Scott E. Reed D. Walter Honglak Lee Bernt Schiele 107 1,022 0 30 Sep 2014