Selvan, Raghavendra
- Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models
2020/07/06 by Lasse F. Wolff Anthony, Anthony, Lasse F. Wolff, Benjamin Kanding +3 · 25 citations
Computer Science · #Advanced Neural Network Applications #Computers and Society (cs.CY) #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Signal Processing (eess.SP) #electronic engineering #information engineering
- Uncertainty quantification in medical image segmentation with normalizing flows
2020/06/04 by Raghavendra Selvan, Selvan, Raghavendra, Frederik Faye +5 · 4 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Medical Image Segmentation Techniques
- Tensor Networks for Medical Image Classification
2020/04/21 by Raghavendra Selvan, Erik B. Dam, Selvan, Raghavendra +1 · 2 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
- Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods
2022/07/20 by Schön, Julian, Selvan, Raghavendra, Petersen, Jens · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
2024/03/19 by Hongwei Bran, Li, Hongwei Bran, Fernando Navarro +154 · 3 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- deCIFer: Crystal Structure Prediction from Powder Diffraction Data using Autoregressive Language Models
2025/02/04 by Frederik L. Johansen, Ulrik Friis-Jensen, Johansen, Frederik Lizak +9 · 5 citations
Materials Science · Chemistry · #X-ray Diffraction in Crystallography #Crystallography and molecular interactions #Crystallization and Solubility Studies
- Segmentation of Roots in Soil with U-Net
2019/02/28 by Smith, Abraham George, Petersen, Jens, Selvan, Raghavendra +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A joint 3D UNet-Graph Neural Network-based method for Airway\n Segmentation from chest CTs
2019/08/22 by Antonio García-Uceda Juárez, Raghavendra Selvan, Juarez, Antonio Garcia-Uceda +5 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Head and Neck Cancer Studies #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Lung Segmentation from Chest X-rays using Variational Data Imputation
2020/05/20 by Selvan, Raghavendra, Dam, Erik B., Detlefsen, Nicki S. +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices
2025/06/02 by Cruz, Luís, Fernandes, João Paulo, Kirkeby, Maja H. +22 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Climate And Resource Awareness is Imperative to Achieving Sustainable AI (and Preventing a Global AI Arms Race)
2025/02/27 by Bakhtiarifard, Pedram, Tözün, Pınar, Igel, Christian +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)