|
 2023 |
|
|
|
| 53. |
Zhiyuan Nan and Haewoon Nam,
"Visual-Based Deep Reinforcement Learning for Mobile Robot Obstacle Avoidance Navigation,"
Int. Conf. on ICT Convergence (ICTC),
Jeju, Korea, Oct. 2023 |
|
|
| 52. |
Siho Lee and Haewoon Nam,
"LPI radar signal recognition with U2-Net-based denoising,"
Int. Conf. on ICT Convergence (ICTC),
Jeju, Korea, Oct. 2023 |
|
|
| 51. |
Dost Muhammad Saqib Bhatti and Haewoon Nam,
"A Robust Aggregation Approach for Heterogeneous Federated Learning,"
Int. Conf. on Ubiquitous and Future Networks (ICUFN),
Paris, France, Jul. 2023 |
|
|
| 50. |
Dost Muhammad Saqib Bhatti and Haewoon Nam,
"A Performance Efficient Approach of Global Training in Federated Learning,"
Int. Conf. on Artificial Intelligence in Information and Communication (ICAIIC),
Bali, Indonesia, Feb. 2023 |
|
2022 |
|
|
|
| 49. |
Hur Jun and Haewoon Nam,
"Performance Comparison of Moving Target Classification based on Deep Learning,"
Int. Conf. on ICT Convergence (ICTC),
Jeju, Korea, Oct. 2022 |
|
|
| 48. |
Hyeongyun Kim, Adnan Shahid, Jaron Fontaine, Eli De Poorter, Ingrid Moerman, and Haewoon Nam,
"Automatic Modulation Classification using Relation Network with Denoising Autoencoder,"
Int. Conf. on ICT Convergence (ICTC),
Jeju, Korea, Oct. 2022 |
|
|
| 47. |
Dost Muhammad Saqib Bhatti, Muhammad Haris, Haewoon Nam,
"A Communication Efficient Approach of Global Training in Federated Learning,"
Int. Conf. on ICT Convergence (ICTC),
Jeju, Korea, Oct. 2022 |
|
|
| 46. |
Muhammad Haris, Dost Muhammad Saqib Bhatti, Haewoon Nam,
"An Improved Particle Swarm Optimization Algorithm Based on S-shaped Activation Function for Fast Convergence,"
Int. Conf. on ICT Convergence (ICTC),
Jeju, Korea, Oct. 2022 |
|
|
| 45. |
Bingxin Wei, Xintao Duan, Haewoon Nam,
"Image Steganography with Deep Learning Networks,"
Int. Conf. on ICT Convergence (ICTC),
Jeju, Korea, Oct. 2022 |
|
|
| 44. |
Byung Chan Choi, Jaerock Kwon, Haewoon Nam,
"Image Prediction for Lane Following Assist using Convolutional Neural Network-based U-Net,"
Int. Conf. on Artificial Intelligence in Information and Communication (ICAIIC),
Jeju, Korea, Feb. 2022 |
|
