| 2026 | AAAI | Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI. | Mahdi Alehdaghi, Rajarshi Bhattacharya, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger |
| 2026 | DATE | LithoMamba: High-fidelity lithography simulation with State Space Models. | Xinyu He, Daohui Wang, Shujing Lyu, Pourya Shamsolmoali, Jiwei Shen, Yue Lu |
| 2026 | WACV | MixER: From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification. | Mahdi Alehdaghi, Rajarshi Bhattacharya, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger |
| 2025 | AAAI | BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning. | Masoumeh Zareapoor, Pourya Shamsolmoali, Yue Lu |
| 2025 | ICLR | TD-Paint: Faster Diffusion Inpainting Through Time-Aware Pixel Conditioning. | Tsiry Mayet, Pourya Shamsolmoali, Simon Bernard, Eric Granger, Romain Hrault, Clment Chatelain |
| 2025 | IJCNN | HalluShift: Measuring Distribution Shifts towards Hallucination Detection in LLMs. | Sharanya Dasgupta, Sujoy Nath, Arkaprabha Basu, Pourya Shamsolmoali, Swagatam Das |
| 2025 | IJCNN | Force of Attraction-Based Distribution Calibration for Enhancing Minority Class Representation. | Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali |
| 2025 | WACV | Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification. | Mahdi Alehdaghi, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger |
| 2025 | WACV | ShapeMorph: 3D Shape Completion via Blockwise Discrete Diffusion. | Jiahui Li, Pourya Shamsolmoali, Yue Lu, Masoumeh Zareapoor |
| 2024 | AAAI | SeTformer Is What You Need for Vision and Language. | Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Michael Felsberg |
| 2024 | CVPR | Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology. | Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, Shakeeb Murtaza, Pourya Shamsolmoali, Luke McCaffrey, Eric Granger |
| 2024 | ECCV | Rethinking Fast Adversarial Training: A Splitting Technique to Overcome Catastrophic Overfitting. | Masoumeh Zareapoor, Pourya Shamsolmoali |
| 2024 | ICASSP | Autoregressive 3D Shape Completion via Sphere-Guided Disentangled Representation. | Jiahui Li, Pourya Shamsolmoali, Yue Lu |
| 2024 | ICLR | 3D Shape Completion via Sparse Irregular Representation. | Jiahui Li, Pourya Shamsolmoali |
| 2024 | IJCNN | Efficient Routing in Sparse Mixture-of-Experts. | Masoumeh Zareapoor, Pourya Shamsolmoali, Fateme Vesaghati |
| 2023 | ICASSP | Image Completion Via Dual-Path Cooperative Filtering. | Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger |
| 2023 | IJCNN | Handling Class Imbalance by Estimating Minority Class Statistics. | Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali |
| 2023 | IJCNN | Entropy Transformer Networks: A Learning Approach via Tangent Bundle Data Manifold. | Pourya Shamsolmoali, Masoumeh Zareapoor |
| 2023 | WACV | TransVLAD: Multi-Scale Attention-Based Global Descriptors for Visual Geo-Localization. | Yifan Xu, Pourya Shamsolmoali, Eric Granger, Claire Nicodeme, Laurent Gardes, Jie Yang |
| 2022 | IGARSS | Enhanced Single-Shot Detector for Small Object Detection in Remote Sensing Images. | Pourya Shamsolmoali, Masoumeh Zareapoor, Jie Yang, Eric Granger, Jocelyn Chanussot |
| 2022 | ICPR | Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network. | Pourya Shamsolmoali, Masoumeh Zareapoor, Jie Yang, Eric Granger, Huiyu Zhou |
| 2022 | ICPR | Weak-supervised Visual Geo-localization via Attention-based Knowledge Distillation. | Yifan Xu, Pourya Shamsolmoali, Jie Yang |