Sarang Joshi

5 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

MICCAI (2) WACV (2) MIDL (1)

Top co-authors

Tolga Tasdizen (1) Krithika Iyer (1) Henrik Odéen (1) Chen Jin (1) Allison Payne (1) Bruno Madore (1) Dennis L. Parker (1) Cheng-Chieh Cheng (1) Matteo Figini (1) Henry F. J. Tregidgo (1)

Research topics

Deep Learning (3) Computer Vision (2) Machine Learning (2) Architectures (2) Analysis (1) Application Areas (1) Core AI (1) Core Methods (1) Domain-Specific (1) Learning Types (1) Processing (1)

Keywords

unsupervised learning (1) transfer learning (1) image alignment (1) image registration (1) brain imaging (1) convolutional neural network (1) variational autoencoder (1) deformation field (1) domain shift (1) latent dimension (1) homography estimation (1) hierarchical prior (1) domain shift immunity (1) local texture (1) automatic relevancy detection (1) disentanglement analysis (1) deep homography estimation (1) log-euclidean regularization (1) bottleneck autoencoder (1)

Papers

ARD-VAE: A Statistical Formulation to Find the Relevant Latent Dimensions of Variational Autoencoders WACV 2025 MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration MIDL 2025 Tackling Hallucination from Conditional Models for Medical Image Reconstruction with DynamicDPS MICCAI 2025 Analyzing the Domain Shift Immunity of Deep Homography Estimation WACV 2024 Physics informed neural networks for estimation of tissue properties from multi-echo configuration state MRI MICCAI 2024