Kumar, Amar

6 publications

MIDL 2026 PIKACHU: Prototypical In-Context Knowledge Adaptation for Clinical Heterogeneous Usage Amar Kumar, Zahra TehraniNasab, Emily Kaczmarek, Tal Arbel

NeurIPS 2025 Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation Bailey Trang, Parham Saremi, Alan Q. Wang, Fangrui Huang, Zahra TehraniNasab, Amar Kumar, Tal Arbel, Li Fei-Fei, Ehsan Adeli

CVPRW 2025 Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation Zahra Tehraninasab, Amar Kumar, Tal Arbel

CVPRW 2025 Leveraging Vision-Language Foundation Models to Reveal Hidden Image-Attribute Relationships in Medical Imaging Amar Kumar, Anita Kriz, Barak Pertzov, Tal Arbel

MIDL 2025 PRISM: High-Resolution & Precise Counterfactual Medical Image Generation Using Language-Guided Stable Diffusion Amar Kumar, Anita Kriz, Mohammad Havaei, Tal Arbel

MIDL 2024 DeCoDEx: Confounder Detector Guidance for Improved Diffusion-Based Counterfactual Explanations Nima Fathi, Amar Kumar, Brennan Nichyporuk, Mohammad Havaei, Tal Arbel