Suyash P. Awate
3 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🚀
Conference Pioneer
Conferences
WACV (2)
MICCAI (1)
Top co-authors
Keywords
dimensionality reduction
(1)
semi-supervised learning
(1)
variational inference
(1)
anomaly detection
(1)
principal component analysis
(1)
uncertainty quantification
(1)
medical imaging
(1)
medical image segmentation
(1)
object segmentation
(1)
variational autoencoder
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
one-class classification
(1)
generalized-gaussian model
(1)
latent space distribution
(1)
Papers
Reviving Poor Object Segmentations in OOD Medical Images using Variational-Deep-PCA Modeling on Segmentation Maps with Sampling-Free Learning
WACV 2025
Convex Segments for Convex Objects using DNN Boundary Tracing and Graduated Optimization
MICCAI 2024
A Semi-Supervised Generalized VAE Framework for Abnormality Detection Using One-Class Classification
WACV 2022