| 2023 | ICONIP | Channel Attention Separable Convolution Network for Skin Lesion Segmentation. | Changlu Guo, Jiangyan Dai, Mrton Szemenyei, Yugen Yi |
| 2022 | ICAISC | Semantically Consistent Sim-to-Real Image Translation with Neural Networks. | Solt Skribanek, Mrton Szemenyei, Rbert Moni |
| 2021 | ICASSP | Channel Attention Residual U-Net for Retinal Vessel Segmentation. | Changlu Guo, Mrton Szemenyei, Yangtao Hu, Wenle Wang, Wei Zhou, Yugen Yi |
| 2020 | ICASSP | Dense Residual Network for Retinal Vessel Segmentation. | Changlu Guo, Mrton Szemenyei, Yugen Yi, Ying Xue, Wei Zhou, Yangyuan Li |
| 2020 | ICASSP | Attention-Based Curiosity-Driven Exploration in Deep Reinforcement Learning. | Patrik Reizinger, Mrton Szemenyei |
| 2020 | ICONIP | Residual Spatial Attention Network for Retinal Vessel Segmentation. | Changlu Guo, Mrton Szemenyei, Yugen Yi, Wei Zhou, Haodong Bian |
| 2020 | ICPR | SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation. | Changlu Guo, Mrton Szemenyei, Yugen Yi, Wenle Wang, Buer Chen, Changqi Fan |
| 2019 | BIBE | SD-Unet: A Structured Dropout U-Net for Retinal Vessel Segmentation. | Changlu Guo, Mrton Szemenyei, Yang Pei, Yugen Yi, Wei Zhou |
| 2019 | RoboCup | ROBO: Robust, Fully Neural Object Detection for Robot Soccer. | Mrton Szemenyei, Vladimir Estivill-Castro |
| 2018 | RoboCup | Real-Time Scene Understanding Using Deep Neural Networks for RoboCup SPL. | Mrton Szemenyei, Vladimir Estivill-Castro |