Hyeji Kim
Hyeji Kim
Samsung AI Research Cambridge UK
Verified email at austin.utexas.edu - Homepage
Title
Cited by
Cited by
Year
Communication algorithms via deep learning
H Kim, Y Jiang, R Rana, S Kannan, S Oh, P Viswanath
Sixth International Conference on Learning Representations (ICLR), 2018
952018
Deepcode: Feedback Codes via Deep Learning
H Kim, Y Jiang, S Kannan, S Oh, P Viswanath
IEEE Journal on Selected Areas in Information Theory, 2020
372020
Deepcode: Feedback codes via deep learning
H Kim, Y Jiang, S Kannan, S Oh, P Viswanath
Advances in neural information processing systems, 9436-9446, 2018
372018
LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks
Y Jiang, H Kim, H Asnani, S Kannan, S Oh, P Viswanath
IEEE Journal on Selected Areas in Information Theory, 2020
202020
LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks
Y Jiang, H Kim, H Asnani, S Kannan, S Oh, P Viswanath
53rd IEEE International Conference on Communications (ICC 2019), 2018
202018
Superposition coding is almost always optimal for the Poisson broadcast channel
H Kim, B Nachman, AE Gamal
IEEE Transactions on Information Theory 62 (4), 1782 - 1794, 2016
202016
Superposition coding is almost always optimal for the Poisson broadcast channel
H Kim, B Nachman, A El Gamal
Information Theory (ISIT), 2015 IEEE International Symposium on, 834-838, 2015
202015
DeepTurbo: Deep Turbo Decoder
Y Jiang, H Kim, H Asnani, S Kannan, S Oh, P Viswanath
https://arxiv.org/abs/1903.02295 (SPAWC 2019), 2019
15*2019
A note on the broadcast channel with stale state information at the transmitter
H Kim, YK Chia, A El Gamal
IEEE Transactions on Information Theory 61 (7), 3622-3631, 2015
142015
MIND: Model Independent Neural Decoder
Y Jiang, H Kim, H Asnani, S Kannan
IEEE International Workshop on Signal Processing Advances in Wireless …, 2019
132019
Greedy local routing strategy for autonomous global load balancing based on three-dimensional potential field
S Jung, J Sung, Y Bang, M Kserawi, H Kim, JKK Rhee
IEEE communications letters 14 (9), 839-841, 2010
122010
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels
Y Jiang, H Kim, H Asnani, S Kannan, S Oh, P Viswanath
Advances in Neural Information Processing Systems, 2754-2764, 2019
62019
Discovering potential correlations via hypercontractivity
H Kim, W Gao, S Kannan, S Oh, P Viswanath
Entropy 19 (11), 586, 2017
62017
Discovering potential correlations via hypercontractivity
H Kim, W Gao, S Kannan, S Oh, P Viswanath
Advances in Neural Information Processing Systems (NIPS), 4580-4590, 2017
62017
On the optimality of randomized time division and superposition coding for the broadcast channel
C Nair, H Kim, A El Gamal
Information Theory Workshop (ITW), 2016 IEEE, 131-135, 2016
42016
Capacity theorems for broadcast channels with two channel state components known at the receivers
H Kim, A El Gamal
IEEE Transactions on Information Theory 62 (12), 6917-6930, 2016
32016
Capacity region of the broadcast channel with two deterministic channel state components
H Kim, A El Gamal
Information Theory (ISIT), 2014 IEEE International Symposium on, 1952-1956, 2014
12014
Physical Layer Communication via Deep Learning
H Kim, S Oh, P Viswanath
IEEE Journal on Selected Areas in Information Theory, 2020
2020
Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator
M Abdelfattah, Ł Dudziak, T Chau, R Lee, H Kim, N Lane
Design Automation Conference, https://arxiv.org/abs/2002.05022, 2020
2020
Feedback Turbo Autoencoder
Y Jiang, H Kim, H Asnani, S Oh, S Kannan, P Viswanath
ICASSP, 2020
2020
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