| 2025 | ICASSP | OSR: Toward Developing Efficient Federated Learning-based Human Activity Recognition using Optimal Server Representations. | Ensieh Khazaei, Bilal Taha, Alireza Esmaeilzehi, Dimitrios Hatzinakos |
| 2025 | ICCV | ZFusion: Efficient Deep Compositional Zero-Shot Learning for Blind Image Super-Resolution with Generative Diffusion Prior. | Alireza Esmaeilzehi, Hossein Zaredar, Yapeng Tian, Laleh Seyyed-Kalantari |
| 2022 | ISCAS | DSegAN: A Deep Light-weight Segmentation-based Attention Network for Image Restoration. | Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy |
| 2022 | MMSP | Towards Analyzing the Robustness of Deep Light-weight Image Super Resolution Networks under Distribution Shift. | Alireza Esmaeilzehi, Lei Ma, M. Omair Ahmad |
| 2021 | ISCAS | MorphoNet: A Deep Image Super Resolution Network Using Hierarchical and Morphological Feature Generating Residual Blocks. | Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy |
| 2021 | ISCAS | MISNet: Multi-Resolution Level Feature Interpolating Ultralight-Weight Residual Image Super Resolution Network. | Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy |
| 2020 | ICIP | Development Of New Fractal And Non-Fractal Deep Residual Networks For Deblocking Of Jpeg Decompressed Images. | Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy |
| 2020 | ISCAS | EFFRBNet: A Deep Super Resolution Network using Edge-Assisted Feature Fusion Residual Blocks. | Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy |
| 2020 | ISCAS | PHMNet: A Deep Super Resolution Network using Parallel and Hierarchical Multi-Scale Residual Blocks. | Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy |
| 2019 | ICIP | UPDCNN: A New Scheme for Image Upsampling and Deblurring Using a Deep Convolutional Neural Network. | Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy |
| 2019 | ICIP | Deep Jpeg Image Deblocking Using Residual Maxout Units. | Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy |
| 2019 | ISCAS | SRSubBandNet: A New Deep Learning Scheme for Single Image Super Resolution Based on Subband Reconstruction. | Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy |