Keerthi Ram
6 papers · 2020–2026 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
magnetic resonance imaging
(2)
knowledge distillation
(2)
image reconstruction
(2)
model compression
(2)
self-supervised learning
(1)
semantic similarity
(1)
convolutional neural network
(1)
masked autoencoder
(1)
student-teacher learning
(1)
siamese network
(1)
swin transformer
(1)
mri reconstruction
(1)
brain mri
(1)
dynamic weight prediction
(1)
global consistency
(1)
deep cascaded architecture
(1)
misaligned pairs
(1)
registration quality evaluation
(1)
siamregqc
(1)
pathological features
(1)
Papers
ResDCE-diff : Dynamic contrast enhanced MRI translation in prostate cancer using residual denoising diffusion models
MIDL 2026
Ano-swinMAE: Unsupervised Anomaly Detection in Brain MRI using swin Transformer based Masked Auto Encoder
MIDL 2024
Registration Quality Evaluation Metric with Self-Supervised Siamese Networks
MIDL 2024
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image Reconstruction
MIDL 2023
KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow
MIDL 2020
MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction
MIDL 2020