Junyoung Chung
Junyoung Chung
Research Scientist, DeepMind
Verified email at google.com - Homepage
TitleCited byYear
Empirical evaluation of gated recurrent neural networks on sequence modeling
J Chung, C Gulcehre, KH Cho, Y Bengio
arXiv preprint arXiv:1412.3555, 2014
35402014
Gated feedback recurrent neural networks
J Chung, C Gulcehre, K Cho, Y Bengio
International Conference on Machine Learning (ICML), 2015
4222015
A Recurrent Latent Variable Model for Sequential Data
J Chung, K Kastner, L Dinh, K Goel, A Courville, Y Bengio
Advances in Neural Information Processing Systems (NIPS), 2015
4102015
Hierarchical multiscale recurrent neural networks
J Chung, S Ahn, Y Bengio
International Conference on Learning Representations (ICLR'17), 2016
2632016
Equilibrated adaptive learning rates for non-convex optimization
Y Dauphin, H De Vries, Y Bengio
Advances in neural information processing systems, 1504-1512, 2015
2432015
A Character-level Decoder without Explicit Segmentation for Neural Machine Translation
J Chung, K Cho, Y Bengio
Association for Computational Linguistics (ACL), 2016
2292016
AlphaStar: Mastering the real-time strategy game StarCraft II
O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, ...
DeepMind Blog, 2019
782019
Empirical evaluation of gated recurrent neural networks on sequence modeling. CoRR abs/1412.3555
J Chung, C Gülçehre, KH Cho, Y Bengio
arXiv preprint arXiv:1412.3555, 2014
24*2014
Deep attribute networks
J Chung, D Lee, Y Seo, CD Yoo
Deep Learning and Unsupervised Feature Learning NIPS Workshop, 2012
242012
Iterative Refinement of Approximate Posterior for Training Directed Belief Networks
RD Hjelm, K Cho, J Chung, R Salakhutdinov, V Calhoun, N Jojic
Advances in Neural Information Processing Systems (NIPS'16), 2015
17*2015
NYU-MILA Neural Machine Translation Systems for WMT'16
J Chung, K Cho, Y Bengio
Proceedings of the First Conference on Machine Translation, Berlin, Germany …, 2016
72016
Hierarchical multiscale recurrent neural networks. 2016
J Chung, S Ahn, Y Bengio
International Conference on Learning Representations (ICLR'17), 0
4
A character-level decoder without explicit segmentation for neural machine translation. arXiv, 2016
J Chung, K Cho, Y Bengio
arXiv preprint arXiv:1603.06147, 0
2
Dynamic Frame Skipping for Fast Speech Recognition in Recurrent Neural Network Based Acoustic Models
I Song, J Chung, T Kim, Y Bengio
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
12018
Joint estimation of pose and face landmark
D Lee, J Chung, CD Yoo
Asian Conference on Computer Vision, 305-319, 2014
12014
Grandmaster level in StarCraft II using multi-agent reinforcement learning
O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ...
Nature, 1-5, 2019
2019
On Deep Multiscale Recurrent Neural Networks
J Chung
2019
Learning Latent Multiscale Structure Using Recurrent Neural Networks
J Chung, S Ahn, Y Bengio
NIPS workshop on Neural Abstract Machines & Program Induction (NAMPI), 2016
2016
Detecting Interrogative Utterances with Recurrent Neural Networks
J Chung, J Devlin, HH Awadalla
arXiv preprint arXiv:1511.01042, 2015
2015
Empirical Evaluation of Gated Recurrent Networks on Sequence Modeling, arXiv preprint
J Chung, C Gulcehre, KH Cho, Y Bengio
arXiv 1412, 2014
2014
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Articles 1–20