Vishwesh Nath
10 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π€ Dynamic Duo (10)
π₯
Mega-Team Β· Squad
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(7)
Machine Learning
(7)
Domain-Specific
(7)
Deep Learning
(6)
Artificial Intelligence
(4)
Learning Types
(4)
Application Areas
(3)
Architectures
(3)
Core AI
(3)
Techniques
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Generation
(1)
Learning Paradigms Β· Machine Learning
(1)
Learning Paradigms Β· Artificial Intelligence
(1)
Keywords
medical imaging
(4)
3d segmentation
(3)
multi-organ segmentation
(2)
semantic segmentation
(2)
medical image segmentation
(2)
computed tomography
(2)
3d medical image segmentation
(2)
semi-supervised learning
(1)
image reconstruction
(1)
transformer architecture
(1)
self-supervised learning
(1)
image restoration
(1)
neural architecture search
(1)
zero-shot learning
(1)
fourier transform
(1)
transfer learning
(1)
deep learning
(1)
communication efficiency
(1)
domain knowledge
(1)
model aggregation
(1)
Papers
MAISI: Medical AI for Synthetic Imaging
WACV 2025
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
CVPR 2025
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
CVPR 2025
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
MIDL 2024
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction
WACV 2024
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples
ICCV 2023
Fair Federated Medical Image Segmentation via Client Contribution Estimation
CVPR 2023
HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet
CVPR 2022
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
CVPR 2022
UNETR: Transformers for 3D Medical Image Segmentation
WACV 2022