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1

Recurrent Neural Networks for Multivariate Time Series with Missing Values

Che, Zhengping, Purushotham, Sanjay, Cho, Kyunghyun, Sontag, David, Liu, Yan

Journal:

Scientific Reports

Year:

2018

Language:

english

File:

PDF, 1.87 MB

english, 2018

2

On integrating a language model into neural machine translation

Gulcehre, Caglar, Firat, Orhan, Xu, Kelvin, Cho, Kyunghyun, Bengio, Yoshua

Journal:

Computer Speech & Language

Year:

2017

Language:

english

File:

PDF, 828 KB

english, 2017

3

Multi-way, multilingual neural machine translation

Firat, Orhan, Cho, Kyunghyun, Sankaran, Baskaran, Yarman Vural, Fatos T., Bengio, Yoshua

Journal:

Computer Speech & Language

Year:

2016

Language:

english

File:

PDF, 799 KB

english, 2016

4

The representational geometry of word meanings acquired by neural machine translation models

Hill, Felix, Cho, Kyunghyun, Jean, Sébastien, Bengio, Yoshua

Journal:

Machine Translation

Year:

2017

Language:

english

File:

PDF, 748 KB

english, 2017

5

Dynamic Neural Turing Machine with Continuous and Discrete Addressing Schemes

Gulcehre, Caglar, Chandar, Sarath, Cho, Kyunghyun, Bengio, Yoshua

Journal:

Neural Computation

Year:

2018

Language:

english

File:

PDF, 761 KB

english, 2018

6

Context-dependent word representation for neural machine translation

Choi, Heeyoul, Cho, Kyunghyun, Bengio, Yoshua

Journal:

Computer Speech & Language

Year:

2017

Language:

english

File:

PDF, 485 KB

english, 2017

7

Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks

Cho, Kyunghyun, Courville, Aaron, Bengio, Yoshua

Journal:

IEEE Transactions on Multimedia

Year:

2015

Language:

english

File:

PDF, 1.28 MB

english, 2015

8

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Convolutional recurrent neural networks for music classification

Choi, Keunwoo, Fazekas, Gyorgy, Sandler, Mark, Cho, Kyunghyun

Year:

2017

Language:

english

File:

PDF, 3.87 MB

english, 2017

9

[IEEE 2018 26th European Signal Processing Conference (EUSIPCO) - Roma, Italy (2018.9.3-2018.9.7)] 2018 26th European Signal Processing Conference (EUSIPCO) - A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging

Choi, Keunwoo, Fazekas, Gyorgy, Sandler, Mark, Cho, Kyunghyun

Year:

2018

Language:

english

File:

PDF, 408 KB

english, 2018

10

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Las Vegas, NV, USA (2016.6.26-2016.7.1)] 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - ReSeg: A Recurrent Neural Network-Based Model for Semantic Segmentation

Visin, Francesco, Romero, Adriana, Cho, Kyunghyun, Matteucci, Matteo, Ciccone, Marco, Kastner, Kyle, Bengio, Yoshua, Courville, Aaron

Year:

2016

Language:

english

File:

PDF, 854 KB

english, 2016

11

Fine-grained attention mechanism for neural machine translation

Choi, Heeyoul, Cho, Kyunghyun, Bengio, Yoshua

Journal:

Year:

2018

Language:

english

File:

PDF, 1.09 MB

english, 2018

12

Insertion-based Decoding with Automatically Inferred Generation Order

Gu, Jiatao, Liu, Qi, Cho, Kyunghyun

Journal:

Transactions of the Association for Computational Linguistics

Year:

2019

File:

PDF, 1.63 MB

2019

13

Two-layer contractive encodings for learning stable nonlinear features

Schulz, Hannes, Cho, Kyunghyun, Raiko, Tapani, Behnke, Sven

Journal:

Neural Networks

Year:

2015

Language:

english

File:

PDF, 394 KB

english, 2015

14

[IEEE ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Calgary, AB, Canada (2018.4.15-2018.4.20)] 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Breast Density Classification with Deep Convolutional Neural Networks

Wu, Nan, Geras, Krzysztof J., Shen, Yiqiu, Su, Jingyi, Kim, S. Gene, Kim, Eric, Wolfson, Stacey, Moy, Linda, Cho, Kyunghyun

Year:

2018

Language:

english

File:

PDF, 2.10 MB

english, 2018

15

Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks

Deniz, Cem M., Xiang, Siyuan, Hallyburton, R. Spencer, Welbeck, Arakua, Babb, James S., Honig, Stephen, Cho, Kyunghyun, Chang, Gregory

Journal:

Scientific Reports

Year:

2018

Language:

english

File:

PDF, 2.73 MB

english, 2018

16

Fully Character-Level Neural Machine Translation without Explicit Segmentation

Lee, Jason, Cho, Kyunghyun, Hofmann, Thomas

Journal:

Transactions of the Association for Computational Linguistics

Year:

2017

Language:

english

File:

PDF, 396 KB

english, 2017

17

Ensemble data assimilation methods for improving river water quality forecasting accuracy

Loos, Sibren, Shin, Chang Min, Sumihar, Julius, Kim, Kyunghyun, Cho, Jaegab, Weerts, Albrecht

Journal:

Year:

2019

File:

PDF, 2.72 MB

2019

18

Identification of High-Priority Tributaries for Water Quality Management in Nakdong River Using Neural Networks and Grade Classification

Jung, Kang-Young, Cho, Sohyun, Hwang, Seong-Yun, Lee, Yeongjae, Kim, Kyunghyun, Na, Eun Hye

Journal:

Year:

2020

File:

PDF, 38.77 MB

2020

19

Sub-micron scale patterning using femtosecond laser and self-assembled monolayers interaction

Wonseok Chang, Moojin Choi, Jaegu Kim, Sunghak Cho, Kyunghyun Whang

Journal:

Applied Surface Science

Year:

2005

Language:

english

File:

PDF, 666 KB

english, 2005

20

Surface ripple changes during Cr film ablation with a double ultrashort laser pulse

Jaegu Kim, Suckjoo Na, Sunghak Cho, Wonseok Chang, Kyunghyun Whang

Journal:

Optics and Lasers in Engineering

Year:

2008

Language:

english

File:

PDF, 692 KB

english, 2008

21

Nonvolatile Analog Memory Transistor Based on Carbon Nanotubes and C60 Molecules

Cho, Byungjin, Kim, Kyunghyun, Chen, Chia-Ling, Shen, Alex Ming, Truong, Quyen, Chen, Yong

Journal:

Year:

2013

Language:

english

File:

PDF, 679 KB

english, 2013

22

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - Parallel tempering is efficient for learning restricted Boltzmann machines

Cho, KyungHyun, Raiko, Tapani, Ilin, Alexander

Year:

2010

Language:

english

File:

PDF, 567 KB

english, 2010

23

Enhanced Gradient for Training Restricted Boltzmann Machines

Cho, KyungHyun, Raiko, Tapani, Ilin, Alexander

Journal:

Neural Computation

Year:

2013

Language:

english

File:

PDF, 1.40 MB

english, 2013

24

Analog Neuromorphic Module Based on Carbon Nanotube Synapses

Shen, Alex Ming, Chen, Chia-Ling, Kim, Kyunghyun, Cho, Byungjin, Tudor, Andrew, Chen, Yong

Journal:

Year:

2013

Language:

english

File:

PDF, 3.23 MB

english, 2013

25

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - An iterative algorithm for singular value decomposition on noisy incomplete matrices

KyungHyun Cho,, Reyhani, Nima

Year:

2012

Language:

english

File:

PDF, 957 KB

english, 2012

26

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Gaussian-Bernoulli restricted Boltzmann machines and automatic feature extraction for noise robust missing data mask estimation

Keronen, Sami, Cho, KyungHyun, Raiko, Tapani, Ilin, Alexander, Palomaki, Kalle

Year:

2013

Language:

english

File:

PDF, 204 KB

english, 2013

27

Measuring the usefulness of hidden units in Boltzmann machines with mutual information

Berglund, Mathias, Raiko, Tapani, Cho, Kyunghyun

Journal:

Neural Networks

Year:

2015

Language:

english

File:

PDF, 2.08 MB

english, 2015

28

[IEEE 2015 IEEE International Conference on Computer Vision (ICCV) - Santiago, Chile (2015.12.7-2015.12.13)] 2015 IEEE International Conference on Computer Vision (ICCV) - Describing Videos by Exploiting Temporal Structure

Yao, Li, Torabi, Atousa, Cho, Kyunghyun, Ballas, Nicolas, Pal, Christopher, Larochelle, Hugo, Courville, Aaron

Year:

2015

Language:

english

File:

PDF, 1.07 MB

english, 2015

29

[IEEE 2016 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI) - Santa Fe, NM, USA (2016.3.6-2016.3.8)] 2016 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI) - Multimodal fusion of brain structural and functional imaging with a deep neural machine translation approach

Amin, Md Faijul, Plis, Sergey M., Damaraju, Eswar, Hjelm, Devon, Cho, KyungHyun, Calhoun, Vince D.

Year:

2016

Language:

english

File:

PDF, 1.27 MB

english, 2016

30

The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging

Choi, Keunwoo, Fazekas, Gyorgy, Cho, Kyunghyun, Sandler, Mark

Journal:

IEEE Transactions on Emerging Topics in Computational Intelligence

Year:

2018

Language:

english

File:

PDF, 786 KB

english, 2018

31

Formation Flight of Multiple UAVs via Onboard Sensor Information Sharing

Park, Chulwoo, Cho, Namhoon, Lee, Kyunghyun, Kim, Youdan

Journal:

Year:

2015

Language:

english

File:

PDF, 7.32 MB

english, 2015

32

Conditional molecular design with deep generative models

Kang, Seokho, Cho, Kyunghyun

Journal:

Journal of Chemical Information and Modeling

Year:

2018

Language:

english

File:

PDF, 1.05 MB

english, 2018

33

Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel impairments in schizophrenia

Amin, Md Faijul, Plis, Sergey M., Chekroud, Adam, Hjelm, Devon, Damaraju, Eswar, Lee, Hyo Jong, Bustillo, Juan R., Cho, KyungHyun, Pearlson, Godfrey D., Calhoun, Vince D.

Journal:

Year:

2018

Language:

english

File:

PDF, 4.72 MB

english, 2018

34

High-Spatial Resolution Monitoring of Phycocyanin and Chlorophyll-a Using Airborne Hyperspectral Imagery

Pyo, Jong, Ligaray, Mayzonee, Kwon, Yong, Ahn, Myoung-Hwan, Kim, Kyunghyun, Lee, Hyuk, Kang, Taegu, Cho, Seong, Park, Yongeun, Cho, Kyung

Journal:

Year:

2018

Language:

english

File:

PDF, 11.81 MB

english, 2018

35

QCD-aware recursive neural networks for jet physics

Louppe, Gilles, Cho, Kyunghyun, Becot, Cyril, Cranmer, Kyle

Journal:

Journal of High Energy Physics

Year:

2019

Language:

english

File:

PDF, 455 KB

english, 2019

36

GW29-e0702 Blood pressure lowering effect of Cuban policosanol is accompanied by improvement of hepatic inflammation, lipoprotein profile, and HDL quality in spontaneously hypertensive rats

Kim, Suk-Jeong, Cho, KyungHyun

Journal:

Journal of the American College of Cardiology

Year:

2018

Language:

english

File:

PDF, 124 KB

english, 2018

37

Molecular Geometry Prediction using a Deep Generative Graph Neural Network

Mansimov, Elman, Mahmood, Omar, Kang, Seokho, Cho, Kyunghyun

Journal:

Scientific Reports

Year:

2019

Language:

english

File:

PDF, 1.73 MB

english, 2019

38

Molecular Geometry Prediction using a Deep Generative Graph Neural Network

Mansimov, Elman, Mahmood, Omar, Kang, Seokho, Cho, Kyunghyun

Journal:

Scientific Reports

Year:

2019

File:

PDF, 1.73 MB

2019

39

Classifier-Agnostic Saliency Map Extraction

ZoÅna, Konrad, Geras, Krzysztof J., Cho, Kyunghyun

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

File:

PDF, 4.42 MB

2019

40

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Long Beach, CA, USA (2019.6.15-2019.6.20)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Retrieval-Augmented Convolutional Neural Networks Against Adversarial Examples

Zhao, Jake Junbo, Cho, Kyunghyun

Year:

2019

Language:

english

File:

PDF, 431 KB

english, 2019

41

Classifier-agnostic saliency map extraction

Zolna, Konrad, Geras, Krzysztof J., Cho, Kyunghyun

Journal:

Computer Vision and Image Understanding

Year:

2020

File:

PDF, 6.92 MB

2020

42

An Integrative Remote Sensing Application of Stacked Autoencoder for Atmospheric Correction and Cyanobacteria Estimation Using Hyperspectral Imagery

Pyo, JongCheol, Duan, Hongtao, Ligaray, Mayzonee, Kim, Minjeong, Baek, Sangsoo, Kwon, Yong Sung, Lee, Hyuk, Kang, Taegu, Kim, Kyunghyun, Cha, YoonKyung, Cho, Kyung Hwa

Journal:

Year:

2020

File:

PDF, 5.23 MB

2020

43

Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative

Leung, Kevin, Zhang, Bofei, Tan, Jimin, Shen, Yiqiu, Geras, Krzysztof J., Babb, James S., Cho, Kyunghyun, Chang, Gregory, Deniz, Cem M.

Journal:

Year:

2020

File:

PDF, 843 KB

2020

44

Accuracy and efficiency of an artificial intelligence tool when counting breast mitoses

Pantanowitz, Liron, Hartman, Douglas, Qi, Yan, Cho, Eun Yoon, Suh, Beomseok, Paeng, Kyunghyun, Dhir, Rajiv, Michelow, Pamela, Hazelhurst, Scott, Song, Sang Yong, Cho, Soo Youn

Journal:

Diagnostic Pathology

Year:

2020

File:

PDF, 1.06 MB

2020

45

Navigation-based candidate expansion and pretrained language models for citation recommendation

Nogueira, Rodrigo, Jiang, Zhiying, Cho, Kyunghyun, Lin, Jimmy

Journal:

Year:

2020

File:

PDF, 835 KB

2020