conftrace_

Amar Kumar

4 papers · 2024–2026 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2)

Conferences

MIDL (3) MICCAI (1)

Top co-authors

Tal Arbel (4) Zahra TehraniNasab (2) Mohammad Havaei (2) Emily Kaczmarek (1) Anita Kriz (1) Nima Fathi (1) Parham Saremi (1) Mohamed Mohamed (1) Brennan Nichyporuk (1)

Keywords

in-context learning (1) medical image classification (1) spurious correlation (1) vision-language model (1) stable diffusion (1) vision-language foundation model (1) few-shot adaptation (1) counterfactual image generation (1) language-guided generation (1) prototypical reasoning (1)

Papers

PIKACHU: Prototypical In-context Knowledge Adaptation for Clinical Heterogeneous Usage MIDL 2026 RL4Med-DDPO: Reinforcement Learning for Controlled Guidance Towards Diverse Medical Image Generation using Vision-Language Foundation Models MICCAI 2025 PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion MIDL 2025 DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations MIDL 2024