Search Results for author: Kee-Bong Song

Found 4 papers, 0 papers with code

SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models

no code implementations12 Aug 2023 Sara Babakniya, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Qingfeng Liu, Kee-Bong Song, Mostafa El-Khamy, Salman Avestimehr

In the absence of centralized data, Federated Learning (FL) can benefit from distributed and private data of the FL edge clients for fine-tuning.

Federated Learning Transfer Learning

Latent Feature Disentanglement For Visual Domain Generalization

no code implementations29 Sep 2021 Behnam Gholami, Mostafa El-Khamy, Kee-Bong Song

We demonstrate the effectiveness of our approach on several widely used datasets for the domain generalization problem, on all of which we achieve competitive results with state-of-the-art models.

Data Augmentation Disentanglement +2

Explicit Calibration of mmWave Phased Arrays with Phase Dependent Errors

no code implementations16 Jul 2021 Joyson Sebastian, Pranav Dayal, Kee-Bong Song, Walid AliAhmad

We consider an error model for phased array with gain errors and phase errors, with errors dependent on the phase applied and the antenna index.

Reliable and Low-Complexity MIMO Detector Selection using Neural Network

no code implementations11 Oct 2019 Shailesh Chaudhari, HyukJoon Kwon, Kee-Bong Song

In this paper, we propose to dynamically select a MIMO detector using neural network for each resource element (RE) in the transport block of 5G NR/LTE communication system.

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