Embedded Files
- Channel Coding: Joint Encoder and Decoder Design:
- Feedback Turbo Autoencoder, Y Jiang, H Kim, H Asnani, S Kannan, S Oh, P Viswanath, Working paper.
- Turbo Autoencoder, Y Jiang, H Kim, H Asnani, S Kannan, S Oh, P Viswanath, NeurIPS 2019. Code.
- Deepcode: Feedback codes via deep learning, H Kim, Y Jiang, S Kannan, S Oh, P Viswanath, NeurIPS 2018. Code.
- LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks, Y Jiang, H Kim, H Asnani, S Kannan, S Oh, P Viswanath, ICC 2019.
- Channel Coding: Decoder Design
- Communication Algorithms via Deep Learning, H Kim, Y Jiang, R Rana, S Kannan, S Oh, P Viswanath, ICLR 2018. Code.
- DeepTurbo: Deep Turbo Decoder, Y Jiang, H Kim, H Asnani, S Kannan, S Oh, P Viswanath, SPAWC 2019 (invited paper), Code.
- AI paradigms
- Improving Federated Learning Personalization via Model Agnostic Meta Learning, Y Jiang, J Konečný, K Rush, S Kannan, NeurIPS FL workshop 2019.
- MIND: Model Independent Neural Decoder, Y Jiang, H Kim, H Asnani, S Kannan, SPAWC 2019 (invited paper)
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