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1704.00109
Cited By
Snapshot Ensembles: Train 1, get M for free
1 April 2017
Gao Huang
Yixuan Li
Geoff Pleiss
Zhuang Liu
John E. Hopcroft
Kilian Q. Weinberger
OOD
FedML
UQCV
Re-assign community
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Papers citing
"Snapshot Ensembles: Train 1, get M for free"
45 / 445 papers shown
Title
Don't Use Large Mini-Batches, Use Local SGD
Tao R. Lin
Sebastian U. Stich
Kumar Kshitij Patel
Martin Jaggi
131
432
0
22 Aug 2018
Testing the Efficient Network TRaining (ENTR) Hypothesis: initially reducing training image size makes Convolutional Neural Network training for image recognition tasks more efficient
T. Wanger
Peter Frohn
25
3
0
30 Jul 2018
A Deep Learning Driven Active Framework for Segmentation of Large 3D Shape Collections
D. George
Xianghua Xie
Yu-kun Lai
G. Tam
3DV
3DPC
36
7
0
17 Jul 2018
TherML: Thermodynamics of Machine Learning
Alexander A. Alemi
Ian S. Fischer
DRL
AI4CE
58
29
0
11 Jul 2018
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition
Chun-Fu Chen
Quanfu Fan
Neil Rohit Mallinar
Tom Sercu
Rogerio Feris
78
98
0
10 Jul 2018
Using Mode Connectivity for Loss Landscape Analysis
Akhilesh Deepak Gotmare
N. Keskar
Caiming Xiong
R. Socher
71
28
0
18 Jun 2018
Learning Visual Knowledge Memory Networks for Visual Question Answering
Zhou Su
Chen Zhu
Yinpeng Dong
Dongqi Cai
Yurong Chen
Jianguo Li
96
62
0
13 Jun 2018
Knowledge Distillation by On-the-Fly Native Ensemble
Xu Lan
Xiatian Zhu
S. Gong
304
483
0
12 Jun 2018
Stochastic Gradient Descent with Hyperbolic-Tangent Decay on Classification
B. Hsueh
Wei Li
I-Chen Wu
35
23
0
05 Jun 2018
Short-term Load Forecasting with Deep Residual Networks
Kunjin Chen
Kunlong Chen
Qin Wang
Ziyu He
Jun Hu
Jinliang He
73
474
0
30 May 2018
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers
Yonatan Geifman
Guy Uziel
Ran El-Yaniv
UQCV
73
142
0
21 May 2018
Knowledge Distillation in Generations: More Tolerant Teachers Educate Better Students
Chenglin Yang
Lingxi Xie
Siyuan Qiao
Alan Yuille
88
137
0
15 May 2018
Born Again Neural Networks
Tommaso Furlanello
Zachary Chase Lipton
Michael Tschannen
Laurent Itti
Anima Anandkumar
93
1,038
0
12 May 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift
Sebastian Ruder
Barbara Plank
66
172
0
25 Apr 2018
Recognizing Birds from Sound - The 2018 BirdCLEF Baseline System
Stefan Kahl
Thomas Wilhelm-Stein
Holger Klinck
Danny Kowerko
Maximilian Eibl
37
28
0
19 Apr 2018
IGCV
2
2
2
: Interleaved Structured Sparse Convolutional Neural Networks
Guotian Xie
Jingdong Wang
Ting Zhang
Jianhuang Lai
Richang Hong
Guo-Jun Qi
115
106
0
17 Apr 2018
Multi-Scale Spatially-Asymmetric Recalibration for Image Classification
Yan Wang
Lingxi Xie
Siyuan Qiao
Ya Zhang
Wenjun Zhang
Alan Yuille
77
13
0
03 Apr 2018
Parallel Grid Pooling for Data Augmentation
Akito Takeki
Daiki Ikami
Go Irie
Kiyoharu Aizawa
56
7
0
30 Mar 2018
Fusion of an Ensemble of Augmented Image Detectors for Robust Object Detection
Pan Wei
J. Ball
Derek T. Anderson
52
28
0
17 Mar 2018
Learning Sparse Structured Ensembles with SG-MCMC and Network Pruning
Yichi Zhang
Zhijian Ou
62
0
0
01 Mar 2018
Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs
T. Garipov
Pavel Izmailov
Dmitrii Podoprikhin
Dmitry Vetrov
A. Wilson
UQCV
154
759
0
27 Feb 2018
Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow
Eddy Ilg
Özgün Çiçek
Silvio Galesso
Aaron Klein
Osama Makansi
Frank Hutter
Thomas Brox
UQCV
106
223
0
20 Feb 2018
An Alternative View: When Does SGD Escape Local Minima?
Robert D. Kleinberg
Yuanzhi Li
Yang Yuan
MLT
101
317
0
17 Feb 2018
ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning, & Snapshot Ensembling
Christopher Schulze
Marcus Schulze
115
32
0
03 Jan 2018
The Effectiveness of Data Augmentation for Detection of Gastrointestinal Diseases from Endoscopical Images
Andrea Asperti
Claudio Mastronardo
69
70
0
11 Dec 2017
Neural Text Generation: A Practical Guide
Ziang Xie
59
46
0
27 Nov 2017
Gradually Updated Neural Networks for Large-Scale Image Recognition
Siyuan Qiao
Zhishuai Zhang
Wei Shen
Bo Wang
Alan Yuille
84
16
0
25 Nov 2017
CondenseNet: An Efficient DenseNet using Learned Group Convolutions
Gao Huang
Shichen Liu
Laurens van der Maaten
Kilian Q. Weinberger
137
800
0
25 Nov 2017
Decoupled Weight Decay Regularization
I. Loshchilov
Frank Hutter
OffRL
167
2,166
0
14 Nov 2017
Simple And Efficient Architecture Search for Convolutional Neural Networks
T. Elsken
J. H. Metzen
Frank Hutter
95
232
0
13 Nov 2017
Scale out for large minibatch SGD: Residual network training on ImageNet-1K with improved accuracy and reduced time to train
V. Codreanu
Damian Podareanu
V. Saletore
70
55
0
12 Nov 2017
AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition
Chun Yang
Xu-Cheng Yin
Zejun Li
Jianwei Wu
Chunchao Guo
Hongfa Wang
Lei Xiao
44
10
0
10 Oct 2017
Coupled Ensembles of Neural Networks
Anuvabh Dutt
D. Pellerin
Georges Quénot
OOD
69
35
0
18 Sep 2017
Wide and deep volumetric residual networks for volumetric image classification
Varun Arvind
A. Costa
Marcus A. Badgeley
Samuel K. Cho
Eric Oermann
3DPC
MedIm
61
15
0
18 Sep 2017
LSTM Fully Convolutional Networks for Time Series Classification
Fazle Karim
Somshubra Majumdar
H. Darabi
Shun Chen
AIMat
AI4TS
107
1,115
0
08 Sep 2017
Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork
W. Tan
Chee Seng Chan
H. Aguirre
Kiyoshi Tanaka
GAN
21
2
0
31 Aug 2017
Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images
J. Wolterink
T. Leiner
M. Viergever
Ivana Isgum
84
112
0
03 Aug 2017
Mini-batch Tempered MCMC
Dangna Li
W. Wong
92
6
0
31 Jul 2017
Memory-Efficient Implementation of DenseNets
Geoff Pleiss
Danlu Chen
Gao Huang
Tongcheng Li
Laurens van der Maaten
Kilian Q. Weinberger
102
159
0
21 Jul 2017
Parle: parallelizing stochastic gradient descent
Pratik Chaudhari
Carlo Baldassi
R. Zecchina
Stefano Soatto
Ameet Talwalkar
Adam M. Oberman
ODL
FedML
85
21
0
03 Jul 2017
Efficient variational Bayesian neural network ensembles for outlier detection
Nick Pawlowski
Miguel Jaques
Ben Glocker
BDL
UQCV
57
13
0
20 Mar 2017
Stability of Topic Modeling via Matrix Factorization
Mark Belford
Brian Mac Namee
Derek Greene
71
86
0
23 Feb 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
1.0K
5,863
0
05 Dec 2016
Temporal Ensembling for Semi-Supervised Learning
S. Laine
Timo Aila
UQCV
227
2,572
0
07 Oct 2016
SGDR: Stochastic Gradient Descent with Warm Restarts
I. Loshchilov
Frank Hutter
ODL
383
8,216
0
13 Aug 2016
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