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Hyeji Kim
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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
2572018
BRP-NAS: Prediction-based NAS using GCNs
Ł Dudziak, T Chau, MS Abdelfattah, R Lee, H Kim, ND Lane
arXiv preprint arXiv:2007.08668, 2020
2092020
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
1622020
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 (NeurIPS), 2758-2768, 2019
1492019
Deepcode: Feedback codes via deep learning
H Kim, Y Jiang, S Kannan, S Oh, P Viswanath
Advances in Neural Information Processing Systems (NeurIPS), 2018
1152018
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
912020
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
912018
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 (DAC), https://arxiv.org/abs/2002.05022, 2020
902020
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
572019
Journey Towards Tiny Perceptual Super-Resolution
R Lee, L Dudziak, M Abdelfattah, S Venieris, H Kim, H Wen, ND Lane
European Conference on Computer Vision (ECCV), https://arxiv.org/abs/2007.04356, 2020
552020
Physical Layer Communication via Deep Learning
H Kim, S Oh, P Viswanath
IEEE Journal on Selected Areas in Information Theory, 2020
532020
HAPI: Hardware-Aware Progressive Inference
S Laskaridis, S Venieris, H Kim, N Lane
IEEE/ACM International Conference on Computer Aided Design, 2020
492020
MIND: Model Independent Neural Decoder
Y Jiang, H Kim, H Asnani, S Kannan
IEEE International Workshop on Signal Processing Advances in Wireless …, 2019
442019
Machine learning and wireless communications
YC Eldar, A Goldsmith, D Gündüz, HV Poor
Cambridge University Press, 2022
352022
Superposition coding is almost always optimal for the Poisson broadcast channel
H Kim, B Nachman, A El Gamal
IEEE Transactions on Information Theory 62 (4), 1782 - 1794, 2016
292016
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
292015
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
212015
Neural Distributed Source Coding
J Whang, A Acharya, H Kim, AG Dimakis
https://arxiv.org/pdf/2106.02797.pdf, 2022
202022
Joint channel coding and modulation via deep learning
Y Jiang, H Kim, H Asnani, S Kannan, S Oh, P Viswanath
2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020
182020
Distributed Interference Alignment for K -user Interference Channels via Deep Learning
RK Mishra, K Chahine, H Kim, S Jafar, S Vishwanath
ISIT, 2021
132021
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Artikler 1–20