Sethi, Amit
- The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients
2021/12/13 by Baheti, Bhakti, Chakrabarty, Satrajit, Akbari, Hamed +70 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- WaveMixSR: A Resource-efficient Neural Network for Image Super-resolution
2023/07/01 by Jeevan, Pranav, Srinidhi, Akella, Prathiba, Pasunuri +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.0 #I.4.1 #I.4.10 #I.4.2 #I.4.3 #I.4.4 #I.4.5 #I.4.6 #I.4.7 #I.4.8 #I.4.9 #I.5.1 #I.5.2 #I.5.4
- PAL : Pretext-based Active Learning
2020/10/29 by Bhatnagar, Shubhang, Goyal, Sachin, Tank, Darshan +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- WaveMix: A Resource-efficient Neural Network for Image Analysis
2022/05/28 by Pranav Jeevan, Kavitha Viswanathan, Jeevan, Pranav +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.0 #I.4.1 #I.4.10 #I.4.2 #I.4.6 #I.4.7 #I.4.8 #I.4.9 #I.5.1 #I.5.2 #I.5.4 #Image Enhancement Techniques #J.2 #Machine Learning (cs.LG)
- WaveMix: Resource-efficient Token Mixing for Images
2022/03/07 by Jeevan, Pranav, Sethi, Amit · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.0 #I.4.1 #I.4.10 #I.4.7 #I.4.8 #I.4.9 #I.5.1 #I.5.2 #I.5.4 #Machine Learning (cs.LG)
- EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning
2022/08/26 by Gupta, Ravi Kant, Nandgaonkar, Shivani, Kurian, Nikhil Cherian +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.0 #I.4.10 #I.4.6 #J.3 #Machine Learning (cs.LG)
- Reverse Knowledge Distillation: Training a Large Model using a Small One for Retinal Image Matching on Limited Data
2023/07/20 by Sahar Almahfouz Nasser, Nasser, Sahar Almahfouz, Nihar Gupte +3 · 1 citation
Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Diseases and Treatments #Retinal Imaging and Analysis
- FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator
2024/10/04 by Gupta, Sunny, Jangid, Nikita, Sethi, Amit · 1 citation
#Artificial Intelligence (cs.AI) #C.1.4 #Computer Vision and Pattern Recognition (cs.CV) #D.1.3 #Distributed #FOS: Computer and information sciences #H.3.4 #I.2.10 #I.2.11 #I.2.6 #I.4.0 #I.4.1 #I.4.10 #I.4.2 #I.4.6 #I.4.7 #I.4.8 #I.4.9 #I.5.1 #I.5.2 #I.5.4 #J.2 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Network Inversion of Binarised Neural Nets
2024/02/19 by Suhail, Pirzada, Chakraborty, Supratik, Sethi, Amit · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment
2025/01/26 by Gupta, Sunny, Sutar, Vinay, Singh, Varunav +1 · 2 citations
#Artificial Intelligence (cs.AI) #C.1.4 #Computer Vision and Pattern Recognition (cs.CV) #D.1.3 #Distributed #FOS: Computer and information sciences #H.3.4 #I.2.10 #I.2.11 #I.2.6 #I.4.0 #I.4.1 #I.4.10 #I.4.2 #I.4.6 #I.4.7 #I.4.8 #I.4.9 #I.5.1 #I.5.2 #I.5.4 #J.2 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- HER2 and FISH Status Prediction in Breast Biopsy H&E-Stained Images Using Deep Learning
2024/08/25 by Ardhendu Sekhar, Vrinda Goel, Sekhar, Ardhendu +10 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gene expression and cancer classification #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- PathoGen-X: A Cross-Modal Genomic Feature Trans-Align Network for Enhanced Survival Prediction from Histopathology Images
2024/11/01 by Krishna, Akhila, Kurian, Nikhil Cherian, Patil, Abhijeet +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Genomics (q-bio.GN) #Image and Video Processing (eess.IV) #Tissues and Organs (q-bio.TO) #electronic engineering #information engineering