No photo of Kyunghyun Cho

Kyunghyun Cho

Assistant Professor of Computer Science and Data Science

    20102020

    Research output per year

    If you made any changes in Pure these will be visible here soon.

    Research Output

    2020

    A stable and effective learning strategy for trainable greedy decoding

    Chen, Y., Li, V. O. K., Cho, K. & Bowman, S. R., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 380-390 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Attention-based CNN for KL Grade Classification: Data from the Osteoarthritis Initiative

    Zhang, B., Tan, J., Cho, K., Chang, G. & Deniz, C. M., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 731-735 5 p. 9098456. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    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

    Conditional word embedding and hypothesis testing via bayes-by-backprop

    Han, R., Spirling, A., Gill, M. & Cho, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4890-4895 6 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Countering language drift via visual grounding

    Lee, J., Cho, K. & Kiela, D., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 4385-4395 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    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

    Deterministic non-autoregressive neural sequence modeling by iterative refinement

    Lee, J., Mansimov, E. & Cho, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1173-1182 10 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Dialogue natural language inference

    Welleck, S., Weston, J., Szlam, A. & Cho, K., Jan 1 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3731-3741 11 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Dynamic meta-embeddings for improved sentence representations

    Kiela, D., Wang, C. & Cho, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1466-1477 12 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Emergent linguistic phenomena in multi-agent communication games

    Graesser, L., Cho, K. & Kiela, D., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 3700-3710 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Evaluating pretrained transformer models for citation recommendation

    Nogueira, R., Jiang, Z., Cho, K. & Lin, J., Jan 1 2020, In : CEUR Workshop Proceedings. 2591, p. 89-100 12 p.

    Research output: Contribution to journalConference article

    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

    Finding generalizable evidence by learning to convince Q&A models

    Perez, E., Karamcheti, S., Fergus, R., Weston, J., Kiela, D. & Cho, K., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 2402-2411 10 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Generating diverse translations with sentence codes

    Shu, R., Nakayama, H. & Cho, K., Jan 1 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1823-1827 5 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Grammar induction with neural language models: An unusual replication

    Htut, P. M., Cho, K. & Bowman, S. R., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4998-5003 6 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Improved zero-shot neural machine translation via ignoring spurious correlations

    Gu, J., Wang, Y., Cho, K. & Li, V. O. K., Jan 1 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1258-1268 11 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Meta-learning for low-resource neural machine translation

    Gu, J., Wang, Y., Chen, Y., Cho, K. & Li, V. O. K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 3622-3631 10 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Multi-lingual common semantic space construction via cluster-consistent word embedding

    Huang, L., Cho, K., Zhang, B., Ji, H. & Knight, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 250-260 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semi-supervised learning for predicting total knee replacement with unsupervised data augmentation

    Tan, J., Zhang, B., Cho, K., Chang, G. & Deniz, C. M., Jan 1 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 113140P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Towards realistic practices in low-resource natural language processing: The development set

    Kann, K., Cho, K. & Bowman, S. R., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 3342-3349 8 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2019

    Attention-based mixture density recurrent networks for history-based recommendation

    Wang, T., Cho, K. & Wen, M., Aug 5 2019, 1st International Workshop on Deep Learning Practice for High-Dimensional Sparse Data: Bridging Theory and Practice, DLP 2019 with KDD 2019. Association for Computing Machinery, 3341254. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access

    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

    Dialogwae: Multimodal response generation with conditional Wasserstein auto-encoder

    Gu, X., Cho, K., Ha, J. W. & Kim, S., Jan 1 2019.

    Research output: Contribution to conferencePaper

    Dialogwae: Multimodal response generation with conditional Wasserstein auto-encoder

    Gu, X., Cho, K., Ha, J. W. & Kim, S., Jan 1 2019.

    Research output: Contribution to conferencePaper

    Globally-Aware Multiple Instance Classifier for Breast Cancer Screening

    Shen, Y., Wu, N., Phang, J., Park, J., Kim, G., Moy, L., Cho, K. & Geras, K. J., Jan 1 2019, Machine Learning in Medical Imaging - 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Proceedings. Suk, H-I., Liu, M., Lian, C. & Yan, P. (eds.). Springer, p. 18-26 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11861 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    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

    Non-monotonic sequential text generation

    Welleck, S., Brantley, K., Daumé, H. & Cho, K., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 11656-11676 21 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    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

    Retrieval-augmented convolutional neural networks against adversarial examples

    Zhao, J. J. & Cho, K., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 11555-11563 9 p. 8953314. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Sequential graph dependency parser

    Welleck, S. & Cho, K., Jan 1 2019, International Conference on Recent Advances in Natural Language Processing in a Deep Learning World, RANLP 2019 - Proceedings. Angelova, G., Mitkov, R., Nikolova, I., Temnikova, I. & Temnikova, I. (eds.). Incoma Ltd, p. 1338-1345 8 p. (International Conference Recent Advances in Natural Language Processing, RANLP; vol. 2019-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    2018

    A comparison of audio signal preprocessing methods for deep neural networks on music tagging

    Choi, K., Fazekas, G., Sandler, M. & Cho, K., Nov 29 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. European Signal Processing Conference, EUSIPCO, p. 1870-1874 5 p. 8553106. (European Signal Processing Conference; vol. 2018-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Boundary-seeking generative adversarial networks

    Hjelm, R. D., Jacob, A. P., Che, T., Trischler, A., Cho, K. & Bengio, Y., Jan 1 2018.

    Research output: Contribution to conferencePaper

    Breast density classification with deep convolutional neural networks

    Wu, N., Geras, K. J., Shen, Y., Su, J., Kim, S. G., Kim, E., Wolfson, S., Moy, L. & Cho, K., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6682-6686 5 p. 8462671. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    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

    Emergent communication in a multi-modal, multi-step referential game

    Evtimova, K., Drozdov, A., Kiela, D. & Cho, K., Jan 1 2018.

    Research output: Contribution to conferencePaper

    Emergent translation in multi-agent communication

    Lee, J., Cho, K., Weston, J. & Kiela, D., Jan 1 2018.

    Research output: Contribution to conferencePaper

    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

    Letting a neural network decide which machine translation system to use for black-box fuzzy-match repair

    Ortega, J. E., Lu, W., Meyers, A. & Cho, K., Jan 1 2018, EAMT 2018 - Proceedings of the 21st Annual Conference of the European Association for Machine Translation. Perez-Ortiz, J. A., Sanchez-Martinez, F., Espla-Gomis, M., Popovic, M., Rico, C., Martins, A., Van den Bogaert, J. & Forcada, M. L. (eds.). European Association for Machine Translation, p. 209-218 10 p. (EAMT 2018 - Proceedings of the 21st Annual Conference of the European Association for Machine Translation).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Loss functions for multiset prediction

    Welleck, S., Yao, Z., Gai, Y., Mao, J., Zhang, Z. & Cho, K., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 5783-5792 10 p.

    Research output: Contribution to journalConference article

    PommerMan: A multi-agent playground

    Resnick, C., Eldridge, W., Ha, D., Britz, D., Foerster, J., Togelius, J., Cho, K. & Bruna, J., Jan 1 2018, In : CEUR Workshop Proceedings. 2282

    Research output: Contribution to journalConference article

    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

    Search engine guided neural machine translation

    Gu, J., Wang, Y., Cho, K. & Li, V. O. K., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 5133-5140 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    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

    Stable and effective trainable greedy decoding for sequence to sequence learning

    Chen, Y., Cho, K., Bowman, S. R. & Li, V. O. K., Jan 1 2018.

    Research output: Contribution to conferencePaper

    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

    The NYU system for the CoNLL–SIGMORPHON 2018 shared task on universal morphological reinflection

    Kann, K., Lauly, S. & Cho, K., Jan 1 2018, CoNLL 2018 - Proceedings of the CoNLL-SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection. Association for Computational Linguistics (ACL), p. 58-63 6 p. (CoNLL 2018 - Proceedings of the CoNLL-SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Unsupervised neural machine translation

    Artetxe, M., Labaka, G., Agirre, E. & Cho, K., Jan 1 2018.

    Research output: Contribution to conferencePaper

    Unsupervised neural machine translation

    Artetxe, M., Labaka, G., Agirre, E. & Cho, K., Jan 1 2018.

    Research output: Contribution to conferencePaper