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ImageNet
Known as:
ImageNet Large Scale Visual Recognition Challenge
, ImageNet competition
The ImageNet project is a large visual database designed for use in visual object recognition software research. As of 2016, over ten million URLs of…
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Computer vision
Database
Deep learning
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Papers overview
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2018
2018
Fusarium Damaged Kernels Detection Using Transfer Learning on Deep Neural Network Architecture
Márcio Nicolau
,
M. B. M. Pimentel
,
C. S. Tibola
,
J. M. Fernandes
,
W. Pavan
arXiv.org
2018
Corpus ID: 32374520
The present work shows the application of transfer learning for a pre-trained deep neural network (DNN), using a small image…
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2018
2018
An Argument in Favor of Strong Scaling for Deep Neural Networks with Small Datasets
R. L. F. Cunha
,
E. Rodrigues
,
Matheus Palhares Viana
,
Dario Augusto Borges Oliveira
Symposium on Computer Architecture and High…
2018
Corpus ID: 50768959
In recent years, with the popularization of deep learning frameworks and large datasets, researchers have started parallelizing…
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2017
2017
A deep learning-inspired model of the hippocampus as storage device of the brain extended dataset
A. Fontana
2017
Corpus ID: 45207558
The standard model of memory consolidation foresees that memories are initially recorded in the hippocampus, while features that…
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2017
2017
Low-Precision Batch-Normalized Activations
Benjamin Graham
arXiv.org
2017
Corpus ID: 16804469
Artificial neural networks can be trained with relatively low-precision floating-point and fixed-point arithmetic, using between…
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2017
2017
Training Better CNNs Requires to Rethink ReLU
Gangming Zhao
,
Zhaoxiang Zhang
,
Jingdong Wang
,
He Guan
arXiv.org
2017
Corpus ID: 195346962
With the rapid development of Deep Convolutional Neural Networks (DCNNs), numerous works focus on designing better network…
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2015
2015
Waseda @ TRECVID 2015: Semantic Indexing
K. Ueki
,
Tetsunori Kobayashi
TREC Video Retrieval Evaluation
2015
Corpus ID: 55898244
. Waseda participated in the TRECVID 2015 Semantic Indexing (SIN) task [6]. For the SIN task, our approach used the following…
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2015
2015
GPU-based Acceleration of Deep Convolutional Neural Networks on Mobile Platforms
Seyyed Salar Latifi Oskouei
,
Hossein Golestani
,
Mohamad Kachuee
,
Matin Hashemi
,
H. Mohammadzade
,
S. Ghiasi
arXiv.org
2015
Corpus ID: 17919783
Mobile applications running on wearable devices and smartphones can greatly benefit from accurate and scalable deep CNN-based…
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2015
2015
A complete framework to manage multimedia ontologies in digital ecosystems
A. M. Rinaldi
International Journal of Business Process…
2015
Corpus ID: 36498626
The managing of large amounts of data in digital ecosystems and in big data environments requires the use of formal models and…
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2014
2014
Shared Roots: Regularizing Deep Neural Networks through Multitask Learning
Piotr Teterwak
2014
Corpus ID: 16891398
In this paper
2014
2014
DISA at ImageCLEF 2014 Revised: Search-based Image Annotation with DeCAF Features
Petra Budíková
,
Jan Botorek
,
Michal Batko
,
P. Zezula
arXiv.org
2014
Corpus ID: 12012332
This paper constitutes an extension to the report on DISA MU team participation in the ImageCLEF 2014 Scalable Concept Image…
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