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Kyunghyun Cho

Assistant Professor of Computer Science and Data Science

    20102020

    Research output per year

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    Research Output

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    Article
    2020

    Classifier-agnostic saliency map extraction

    Zolna, K., Geras, K. J. & Cho, K., Jul 2020, In : Computer Vision and Image Understanding. 196, 102969.

    Research output: Contribution to journalArticle

    Open Access

    Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

    Wu, N., Phang, J., Park, J., Shen, Y., Huang, Z., Zorin, M., Jastrzebski, S., Fevry, T., Katsnelson, J., Kim, E., Wolfson, S., Parikh, U., Gaddam, S., Lin, L. L. Y., Ho, K., Weinstein, J. D., Reig, B., Gao, Y., Toth, H., Pysarenko, K. & 12 others, Lewin, A., Lee, J., Airola, K., Mema, E., Chung, S., Hwang, E., Samreen, N., Kim, S. G., Heacock, L., Moy, L., Cho, K. & Geras, K. J., Apr 2020, In : IEEE Transactions on Medical Imaging. 39, 4, p. 1184-1194 11 p., 8861376.

    Research output: Contribution to journalArticle

    Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms

    and the DM DREAM Consortium, Mar 2 2020, In : JAMA network open. 3, 3, p. e200265

    Research output: Contribution to journalArticle

    Open Access
    2019

    Conditional Molecular Design with Deep Generative Models

    Kang, S. & Cho, K., Jan 28 2019, In : Journal of Chemical Information and Modeling. 59, 1, p. 43-52 10 p.

    Research output: Contribution to journalArticle

    Molecular Geometry Prediction using a Deep Generative Graph Neural Network

    Mansimov, E., Mahmood, O., Kang, S. & Cho, K., Dec 1 2019, In : Scientific reports. 9, 1, 20381.

    Research output: Contribution to journalArticle

    Open Access

    QCD-aware recursive neural networks for jet physics

    Louppe, G., Cho, K., Becot, C. & Cranmer, K., Jan 1 2019, In : Journal of High Energy Physics. 2019, 1, 57.

    Research output: Contribution to journalArticle

    2018

    Dynamic neural turing machine with continuous and discrete addressing schemes

    Gulcehre, C., Chandar, S., Cho, K. & Bengio, Y., Apr 1 2018, In : Neural computation. 30, 4, p. 857-884 28 p.

    Research output: Contribution to journalArticle

    Fine-grained attention mechanism for neural machine translation

    Choi, H., Cho, K. & Bengio, Y., Apr 5 2018, In : Neurocomputing. 284, p. 171-176 6 p.

    Research output: Contribution to journalArticle

    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

    Plis, S. M., Amin, M. F., Chekroud, A., Hjelm, D., Damaraju, E., Lee, H. J., Bustillo, J. R., Cho, K. H., Pearlson, G. D. & Calhoun, V. D., Nov 1 2018, In : NeuroImage. 181, p. 734-747 14 p.

    Research output: Contribution to journalArticle

    Recurrent Neural Networks for Multivariate Time Series with Missing Values

    Che, Z., Purushotham, S., Cho, K., Sontag, D. & Liu, Y., Dec 1 2018, In : Scientific reports. 8, 1, 6085.

    Research output: Contribution to journalArticle

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

    Deniz, C. M., Xiang, S., Hallyburton, R. S., Welbeck, A., Babb, J. S., Honig, S., Cho, K. & Chang, G., Dec 1 2018, In : Scientific reports. 8, 1, 16485.

    Research output: Contribution to journalArticle

    Spatio-Temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks

    Hjelm, R. D., Damaraju, E., Cho, K., Laufs, H., Plis, S. M. & Calhoun, V. D., Sep 20 2018, In : Frontiers in Neuroscience. 12, SEP, 00600.

    Research output: Contribution to journalArticle

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

    Choi, K., Fazekas, G., Cho, K. & Sandler, M., Apr 2018, In : IEEE Transactions on Emerging Topics in Computational Intelligence. 2, 2, p. 139-149 11 p.

    Research output: Contribution to journalArticle

    2017

    Context-dependent word representation for neural machine translation

    Choi, H., Cho, K. & Bengio, Y., Sep 2017, In : Computer Speech and Language. 45, p. 149-160 12 p.

    Research output: Contribution to journalArticle

    Introduction to the special issue on deep learning approaches for machine translation

    Costa-jussà, M. R., Allauzen, A., Barrault, L., Cho, K. & Schwenk, H., Nov 2017, In : Computer Speech and Language. 46, p. 367-373 7 p.

    Research output: Contribution to journalArticle

    Multi-way, multilingual neural machine translation

    Firat, O., Cho, K., Sankaran, B., Yarman Vural, F. T. & Bengio, Y., Sep 2017, In : Computer Speech and Language. 45, p. 236-252 17 p.

    Research output: Contribution to journalArticle

    On integrating a language model into neural machine translation

    Gulcehre, C., Firat, O., Xu, K., Cho, K. & Bengio, Y., Sep 2017, In : Computer Speech and Language. 45, p. 137-148 12 p.

    Research output: Contribution to journalArticle

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

    Hill, F., Cho, K., Jean, S. & Bengio, Y., Jun 1 2017, In : Machine Translation. 31, 1-2, p. 3-18 16 p.

    Research output: Contribution to journalArticle

    2015

    Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks

    Cho, K., Courville, A. & Bengio, Y., Nov 1 2015, In : IEEE Transactions on Multimedia. 17, 11, p. 1875-1886 12 p., 7243334.

    Research output: Contribution to journalArticle

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

    Berglund, M., Raiko, T. & Cho, K., Apr 1 2015, In : Neural Networks. 64, p. 12-18 7 p.

    Research output: Contribution to journalArticle

    Two-layer contractive encodings for learning stable nonlinear features

    Schulz, H., Cho, K., Raiko, T. & Behnke, S., Apr 1 2015, In : Neural Networks. 64, p. 4-11 8 p.

    Research output: Contribution to journalArticle

    2014

    Exponentially increasing the capacity-to-computation ratio for conditional computation in deep learning

    Cho, K. & Bengio, Y., 2014, In : arXiv. arXiv:1406.7362.

    Research output: Contribution to journalArticle

    Neural machine translation by jointly learning to align and translate

    Bahdanau, D., Cho, K. & Bengio, Y., 2014, In : arXiv. 1409.0473.

    Research output: Contribution to journalArticle