Komal Kumar

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

MICCAI (2) ACL (1) CVPR (1) WACV (1)

Top co-authors

Hisham Cholakkal (2) Dwarikanath Mahapatra (2) Sudipta Roy (2) Salman Khan (2) Snehashis Chakraborty (2) Abhijit Das (1) Behzad Bozorgtabar (1) Ankan Deria (1) Aman Chadha (1) Vandan Gorade (1)

Research topics

Deep Learning (2) Healthcare & Medicine (2) Clinical (2) Models (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Core AI (1) Domain-Specific (1)

Keywords

semantic segmentation (1) anomaly detection (1) visual question answering (1) self-supervised learning (1) medical imaging (1) question answering (1) information retrieval (1) instruction tuning (1) knowledge graph (1) diffusion model (1) multimodal large language model (1) anomaly segmentation (1) grounded reasoning (1) report generation (1) dynamic transformer (1) multi-agent system (1) self-supervised anomaly detection (1) medical foundation model (1) paper retrieval (1)

Papers

MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images CVPR 2026 Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework ACL 2026 MedAgentSim: Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions MICCAI 2025 Self-Supervised Anomaly Segmentation via Diffusion Models with Dynamic Transformer UNet WACV 2025 Confidence-guided Semi-supervised Learning for Generalized Lesion Localization in X-ray Images MICCAI 2024