Suyash P. Awate

3 papers · 2022–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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

Venues

WACV (2) MICCAI (1)

Top co-authors

Jimut B. Pal (2) Renuka Sharma (1) Himali Saini (1) Shantanu Welling (1) Satvik Mashkaria (1)

Research topics

Deep Learning (2) Machine Learning (2) Models (2) Computer Vision (1) Application Areas (1) Architectures (1) Domain-Specific (1) Learning Types (1) Processing (1)

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