On the Behavior of Convolutional Nets for Feature Extraction

On the Behavior of Convolutional Nets for Feature Extraction

3 March 2017

Dario Garcia-Gasulla

Jonathan Moreno

Eduard Ayguadé

Toyotaro Suzumura

Papers citing "On the Behavior of Convolutional Nets for Feature Extraction"

15 / 15 papers shown

Title
Full-Network Embedding in a Multimodal Embedding Pipeline Armand Vilalta Dario Garcia-Gasulla Ferran Parés Eduard Ayguadé Jesús Labarta Ulises Cortés Toyotaro Suzumura 20 6 0 24 Jul 2017
An Out-of-the-box Full-network Embedding for Convolutional Neural Networks Dario Garcia-Gasulla Armand Vilalta Ferran Parés Jonatan Moreno Eduard Ayguadé Jesús Labarta Ulises Cortés Toyotaro Suzumura 38 19 0 22 May 2017
ResFeats: Residual Network Based Features for Image Classification A. Mahmood Bennamoun Senjian An Ferdous Sohel VLM SSeg 55 59 0 21 Nov 2016
Places: An Image Database for Deep Scene Understanding Bolei Zhou A. Khosla Àgata Lapedriza Antonio Torralba A. Oliva 3DV VLM SSeg 188 459 0 06 Oct 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
A Visual Embedding for the Unsupervised Extraction of Abstract Semantics Dario Garcia-Gasulla J. Béjar Ulises Cortés Eduard Ayguadé Jesús Labarta Toyotaro Suzumura Chen Richard SSL 32 17 0 31 Jul 2015
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 122 1,872 0 22 Jun 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 217 5,196 0 10 Feb 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 231 8,336 0 06 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,348 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 39,525 0 01 Sep 2014
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 212 3,418 0 14 May 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 157 4,939 0 23 Mar 2014
Describing Textures in the Wild Mircea Cimpoi Subhransu Maji Iasonas Kokkinos S. Mohamed Andrea Vedaldi 3DV 116 2,671 0 14 Nov 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 178 4,949 0 06 Oct 2013