CNN features are also great at unsupervised classification

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CNN features are also great at unsupervised classification

6 July 2017

Stéphane Thiery

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Papers citing "CNN features are also great at unsupervised classification"

14 / 14 papers shown

Title
Collaborative Learning of Semi-Supervised Clustering and Classification for Labeling Uncurated Data Sara Mousavi Dylan Lee Tatianna Griffin D. Steadman A. Mockus VLM 45 5 0 09 Mar 2020
Clustering for Different Scales of Measurement - the Gap-Ratio Weighted K-means Algorithm Joris Guérin O. Gibaru Stéphane Thiery E. Nyiri 33 10 0 22 Mar 2017
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition Xiaosong Wang Le Lu Hoo-Chang Shin Lauren Kim M. Bagheri Isabella Nogues Jianhua Yao Ronald M. Summers 60 40 0 23 Jan 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,618 0 07 Oct 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 62 819 0 13 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,427 0 02 Dec 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 238 8,353 0 06 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,529 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,615 0 01 Sep 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 161 4,945 0 23 Mar 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 158 5,008 0 21 Dec 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 193 4,951 0 06 Oct 2013

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