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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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    Conference article
    2020

    Evaluating pretrained transformer models for citation recommendation

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

    Research output: Contribution to journal › Conference article

    2018

    Loss functions for multiset prediction

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

    Research output: Contribution to journal › Conference article

    PommerMan: A multi-agent playground

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

    Research output: Contribution to journal › Conference article

    2017

    Saliency-based sequential image attention with multiset prediction

    Welleck, S., Mao, J., Cho, K. & Zhang, Z., 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5174-5184 11 p.

    Research output: Contribution to journal › Conference article

    2016

    End-to-end goal-driven Web navigation

    Nogueira, R. & Cho, K., 2016, In : Advances in Neural Information Processing Systems. p. 1911-1919 9 p.

    Research output: Contribution to journal › Conference article

    Iterative refinement of the approximate posterior for directed belief networks

    Hjelm, R. D., Cho, K., Chung, J., Salakhutdinov, R., Calhoun, V. & Jojic, N., 2016, In : Advances in Neural Information Processing Systems. p. 4698-4706 9 p.

    Research output: Contribution to journal › Conference article

    2015

    A study of the recurrent neural network encoder-decoder for large vocabulary speech recognition

    Lu, L., Zhang, X., Cho, K. & Renals, S., 2015, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2015-January, p. 3249-3253 5 p.

    Research output: Contribution to journal › Conference article

    Attention-based models for speech recognition

    Chorowski, J., Bahdanau, D., Serdyuk, D., Cho, K. & Bengio, Y., 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 577-585 9 p.

    Research output: Contribution to journal › Conference article

    2014

    Identifying and attacking the saddle point problem in high-dimensional non-convex optimization

    Dauphin, Y. N., Pascanu, R., Gulcehre, C., Cho, K., Ganguli, S. & Bengio, Y., 2014, In : Advances in Neural Information Processing Systems. 4, January, p. 2933-2941 9 p.

    Research output: Contribution to journal › Conference article

    Iterative neural autoregressive distribution estimator (NADE-k)

    Raiko, T., Yao, L., Cho, K. H. & Bengio, Y., 2014, In : Advances in Neural Information Processing Systems. 1, January, p. 325-333 9 p.

    Research output: Contribution to journal › Conference article

    On the number of linear regions of deep neural networks

    Montúfar, G., Pascanu, R., Cho, K. & Bengio, Y., 2014, In : Advances in Neural Information Processing Systems. 4, January, p. 2924-2932 9 p.

    Research output: Contribution to journal › Conference article