| 2025 | CVPR | Leveraging Vision-Language Foundation Models to Reveal Hidden Image-Attribute Relationships in Medical Imaging. | Amar Kumar, Anita Kriz, Barak Pertzov, Tal Arbel |
| 2025 | CVPR | Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation. | Zahra Tehraninasab, Amar Kumar, Tal Arbel |
| 2025 | MICCAI | AURA: A Multi-modal Medical Agent for Understanding, Reasoning and Annotation. | Nima Fathi, Amar Kumar, Tal Arbel |
| 2025 | MICCAI | RL4Med-DDPO: Reinforcement Learning for Controlled Guidance Towards Diverse Medical Image Generation Using Vision-Language Foundation Models. | Parham Saremi, Amar Kumar, Mohammed Mohammed, Zahra Tehraninasab, Tal Arbel |
| 2025 | MICCAI | Pixels Under Pressure: Exploring Fine-Tuning Paradigms for Foundation Models in High-Resolution Medical Imaging. | Zahra Tehraninasab, Amar Kumar, Tal Arbel |
| 2025 | MICCAI | Pixel Perfect MegaMed: A Megapixel-Scale Vision-Language Foundation Model for Generating High Resolution Medical Images. | Zahra Tehraninasab, Hujun Ni, Amar Kumar, Tal Arbel |
| 2023 | DeSE | COVID QA Network: A Specific Case of Biomedical Question Answering. | Amar Kumar, Rupal Bhargava, Manoj Jayabalan |
| 2022 | MICCAI | Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers. | Amar Kumar, Anjun Hu, Brennan Nichyporuk, Jean-Pierre R. Falet, Douglas L. Arnold, Sotirios A. Tsaftaris, Tal Arbel |