Komal Kumar

16 papers A 1Misc 1Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images.
CoRR
Ankan Deria, Komal Kumar, Adinath Madhavrao Dukre, Eran Segal, Salman Khan, Imran Razzak
2025 J jnl
DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models.
CoRR
Komal Kumar, Rao Muhammad Anwer, Fahad Shahbaz Khan, Salman H. Khan, Ivan Laptev, Hisham Cholakkal
2025 — conf
IHA-YOLO: Inter-Head Attention for Real-Time Cell Detection.
ISBI
Tooba Tehreem Sheikh, Komal Kumar, Muhammad Awais, Noa Novershtern, Rao Muhammad Anwer, Hisham Cholakkal
2025 J jnl
LLM Post-Training: A Deep Dive into Reasoning Large Language Models.
CoRR
Komal Kumar, Tajamul Ashraf, Omkar Thawakar, Rao Muhammad Anwer, Hisham Cholakkal, Mubarak Shah, Ming-Hsuan Yang, Phillip H. S. Torr, Salman H. Khan, Fahad Shahbaz Khan
2025 — conf
MedAgentSim: Self-evolving Multi-agent Simulations for Realistic Clinical Interactions.
MICCAI (9)
Mohammed Khaleed Almansoori, Komal Kumar, Hisham Cholakkal
2025 J jnl
On fully entangled fraction and quantum conditional entropies for states with maximally mixed marginals.
Quantum Inf. Process.
Komal Kumar, Indranil Chakrabarty, Nirman Ganguly
2025 J jnl
Robust semantic learning for precise medical image segmentation.
Biomed. Signal Process. Control.
Snehashis Chakraborty, Komal Kumar, Ankan Deria, Dwarikanath Mahapatra, Behzad Bozorgtabar, Sudipta Roy
2025 J jnl
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions.
CoRR
Mohammed Khaleed Almansoori, Komal Kumar, Hisham Cholakkal
2025 A conf
Self-Supervised Anomaly Segmentation via Diffusion Models with Dynamic Transformer UNet.
WACV
Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra, Behzad Bozorgtabar, Sudipta Roy
2025 J jnl
Weakly supervised learning based bone abnormality detection from musculoskeletal x-rays.
Multim. Tools Appl.
Komal Kumar, Snehashis Chakraborty, Kalyan Tadepalli, Sudipta Roy
2024 — conf
Confidence-Guided Semi-supervised Learning for Generalized Lesion Localization in X-Ray Images.
MICCAI (1)
Abhijit Das, Vandan Gorade, Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra, Sudipta Roy
2024 — conf
InVERGe: Intelligent Visual Encoder for Bridging Modalities in Report Generation.
CVPR Workshops
Ankan Deria, Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra, Sudipta Roy
2024 J jnl
Unleashing the power of explainable AI: sepsis sentinel's clinical assistant for early sepsis identification.
Multim. Tools Appl.
Snehashis Chakraborty, Komal Kumar, Kalyan Tadepalli, Balakrishna Pailla, Sudipta Roy
2023 Misc conf
An Explainable AI based Clinical Assistance Model for Identifying Patients with the Onset of Sepsis.
IRI
Snehashis Chakraborty, Komal Kumar, Pailla Balakrishna Reddy, Tanushree Meena, Sudipta Roy
2023 — conf
Robust MSFM Learning Network for Classification and Weakly Supervised Localization.
ICCV (Workshops)
Komal Kumar, Balakrishna Pailla, Kalyan Tadepalli, Sudipta Roy
2023 — conf
Self-supervised Diffusion Model for Anomaly Segmentation in Medical Imaging.
PReMI
Komal Kumar, Snehashis Chakraborty, Sudipta Roy