2 citations · 5 across the 5 of their papers we have counts for
5 papers
Semantic-Preserving Augmentation for Robust Image-Text Retrieval
Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen +1
Image text retrieval is a task to search for the proper textual descriptions of the visual world and vice versa. One challenge of this task is the vulnerability to input image and…
Gradual Federated Learning with Simulated Annealing
Luong Trung Nguyen, Junhan Kim, Byonghyo Shim
Federated averaging (FedAvg) is a popular federated learning (FL) technique that updates the global model by averaging local models and then transmits the updated global model to d…
Joint Sparse Recovery Using Signal Space Matching Pursuit
Junhan Kim, Jian Wang, Luong Trung Nguyen +1
In this paper, we put forth a new joint sparse recovery algorithm called signal space matching pursuit (SSMP). The key idea of the proposed SSMP algorithm is to sequentially invest…
Low-Rank Matrix Completion: A Contemporary Survey
Luong Trung Nguyen, Junhan Kim, Byonghyo Shim
As a paradigm to recover unknown entries of a matrix from partial observations, low-rank matrix completion (LRMC) has generated a great deal of interest. Over the years, there have…
Matrix Completion Based Localization in the Internet of Things Network
Luong Trung Nguyen, Junhan Kim, Sangtae Kim +1
In order to make a proper reaction to the collected information from internet of things (IoT) devices, location information of things should be available at the data center. One ch…