Amar Kumar - RankMe

36 papers C 1Journal 12Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AURA: A Multi-Modal Medical Agent for Understanding, Reasoning & Annotation. CoRR Nima Fathi, Amar Kumar, Tal Arbel
2025	—	`conf`	AURA: A Multi-modal Medical Agent for Understanding, Reasoning and Annotation. Agentic AI/CREATE/Clinical MLLMs@MICCAI Nima Fathi, Amar Kumar, Tal Arbel
2025	J	`jnl`	Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation. CoRR Bailey Trang, Parham Saremi, Alan Q. Wang, Fangrui Huang, Zahra Tehraninasab, Amar Kumar, Tal Arbel, Li Fei-Fei, Ehsan Adeli
2025	—	`conf`	Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation. CVPR Workshops Zahra Tehraninasab, Amar Kumar, Tal Arbel
2025	J	`jnl`	Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation. CoRR Zahra Tehraninasab, Amar Kumar, Tal Arbel
2025	—	`conf`	Leveraging Vision-Language Foundation Models to Reveal Hidden Image-Attribute Relationships in Medical Imaging. CVPR Workshops Amar Kumar, Anita Kriz, Barak Pertzov, Tal Arbel
2025	J	`jnl`	Leveraging Vision-Language Foundation Models to Reveal Hidden Image-Attribute Relationships in Medical Imaging. CoRR Amar Kumar, Anita Kriz, Barak Pertzov, Tal Arbel
2025	J	`jnl`	PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion. CoRR Amar Kumar, Anita Kriz, Mohammad Havaei, Tal Arbel
2025	—	`conf`	Pixel Perfect MegaMed: A Megapixel-Scale Vision-Language Foundation Model for Generating High Resolution Medical Images. DGM4MICCAI@MICCAI Zahra Tehraninasab, Hujun Ni, Amar Kumar, Tal Arbel
2025	J	`jnl`	Pixel Perfect MegaMed: A Megapixel-Scale Vision-Language Foundation Model for Generating High Resolution Medical Images. CoRR Zahra Tehraninasab, Amar Kumar, Tal Arbel
2025	—	`conf`	Pixels Under Pressure: Exploring Fine-Tuning Paradigms for Foundation Models in High-Resolution Medical Imaging. ELAMI@MICCAI Zahra Tehraninasab, Amar Kumar, Tal Arbel
2025	J	`jnl`	Pixels Under Pressure: Exploring Fine-Tuning Paradigms for Foundation Models in High-Resolution Medical Imaging. CoRR Zahra Tehraninasab, Amar Kumar, Tal Arbel
2025	—	`conf`	RL4Med-DDPO: Reinforcement Learning for Controlled Guidance Towards Diverse Medical Image Generation Using Vision-Language Foundation Models. MICCAI (4) Parham Saremi, Amar Kumar, Mohammed Mohammed, Zahra Tehraninasab, Tal Arbel
2025	J	`jnl`	RL4Med-DDPO: Reinforcement Learning for Controlled Guidance Towards Diverse Medical Image Generation using Vision-Language Foundation Models. CoRR Parham Saremi, Amar Kumar, Mohammed Mohammed, Zahra Tehraninasab, Tal Arbel
2025	J	`jnl`	The role of AI for MRI-analysis in multiple sclerosis - A brief overview. Frontiers Artif. Intell. Jean-Pierre R. Falet, Steven Nobile, Aliya Szpindel, Berardino Barile, Amar Kumar, Joshua Durso-Finley, Tal Arbel, Douglas L. Arnold
2024	—	`conf`	DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations. MIDL Nima Fathi, Amar Kumar, Brennan Nichyporuk, Mohammad Havaei, Tal Arbel
2024	J	`jnl`	DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations. CoRR Nima Fathi, Amar Kumar, Brennan Nichyporuk, Mohammad Havaei, Tal Arbel
2023	C	`conf`	COVID QA Network: A Specific Case of Biomedical Question Answering. DeSE Amar Kumar, Rupal Bhargava, Manoj Jayabalan
2023	—	`conf`	Convolutional Neural Networks for Gas Turbine Exhaust Gas Temperature and Power Predictions. ICPHM Thiagarajan Ravichandran, Yuan Liu, Amar Kumar, Alka Srivastava
2023	J	`jnl`	Debiasing Counterfactuals In the Presence of Spurious Correlations. CoRR Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre R. Falet, Sotirios A. Tsaftaris, Tal Arbel
2023	—	`conf`	Debiasing Counterfactuals in the Presence of Spurious Correlations. CLIP/FAIMI/EPIMI@MICCAI Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre R. Falet, Sotirios A. Tsaftaris, Tal Arbel
2022	—	`conf`	Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers. AIIIMA/MIABID@MICCAI Amar Kumar, Anjun Hu, Brennan Nichyporuk, Jean-Pierre R. Falet, Douglas L. Arnold, Sotirios A. Tsaftaris, Tal Arbel
2022	J	`jnl`	Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers. CoRR Amar Kumar, Anjun Hu, Brennan Nichyporuk, Jean-Pierre R. Falet, Douglas L. Arnold, Sotirios A. Tsaftaris, Tal Arbel
2020	—	`conf`	Data-Driven Performance Prediction Using Gas Turbine Sensory Signals. CCECE Thambirajah Ravichandran, Yuan Liu, Amar Kumar, Alka Srivastava, Houman Hanachi, Glenn R. Heppler
2019	—	`conf`	Data-Driven Model Selection Study for Long-Term Performance Deterioration of Gas Turbines. ICPHM Yuan Liu, Avisekh Banerjee, Houman Hanachi, Amar Kumar
2019	—	`conf`	Energy Conservation Perspective for Recharging Cell Phone Battery Utilizing Speech Through Piezoelectric System. IBICA Ashish Tiwary, Yashraj, Amar Kumar, Mandeep Biruly
2019	—	`conf`	High Extinction Ratio and Broadband O-Band Polarization Splitter and Rotator on Silicon-on-Insulator. OFC Eslam El-Fiky, Yun Wang, Santiago Bernal, Claude Gamache, Eric Panorel, Amar Kumar, Alireza Samani, Maxime Jacques, Ping-Chiek Koh, David V. Plant
2019	—	`conf`	Highly Sensitive, 112 Gb/s O-Band Waveguide Coupled Silicon-Germanium Avalanche Photodetectors. OFC Alireza Samani, Olivier Carpentier, Eslam El-Fiky, Maxime Jacques, Amar Kumar, Yun Wang, Laurent Guenin, Claude Gamache, Ping-Chiek Koh, David V. Plant
2015	—	`conf`	Exhaust gas temperature data prediction by autoregressive models. CCECE Amar Kumar, Alka Srivastava, Nita Goel, Jon McMaster
2014	—	`conf`	Prediction of exhaust gas temperature in GTE by multivariate regression analysis and anomaly detection. CCECE Amar Kumar, Avisekh Banerjee, Alka Srivastava, Nita Goel
2013	—	`conf`	Gas turbine engine operational data analysis for anomaly detection: Statistical vs. neural network approach. CCECE Amar Kumar, Avisekh Banerjee, Alka Srivastava, Nita Goel, Alok Goel
2012	—	`conf`	Real time data anomaly detection in operating engines by statistical smoothing technique. CCECE Amar Kumar, Alka Srivastava, Nita Bansal, Alok Goel
2011	—	`conf`	Environmental impact on optimization analysis for standalone and hybrid power generating units. CCECE Amar Kumar, Marzia Zaman, Nita Goel, Nishith Goel, Ron Church
2011	—	`conf`	Realtime diagnostic prognostic solution for life cycle management of thermomechanical system. CCECE Bhavaye Saxena, Amar Kumar, Alka Srivastava, Alok Goel
2010	—	`conf`	Model-free approach and methodology for data anomaly detection for real time diagnostic solution. CCECE Amar Kumar, Alka Srivastava, Nita Goel, Amiya Nayak
2009	—	`conf`	Experimental validation of statistical algorithm for diagnosis of damage fault. CCECE Amar Kumar, Amiya Nayak, Alka Srivastava, Nita Goel