Vishwesh Nath
10 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Dynamic Duo
(10)
π₯
Mega-Team
(24)
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Century Club
(10)
Conferences
CVPR (5)
WACV (3)
ICCV (1)
MIDL (1)
Top co-authors
Keywords
medical imaging
(4)
3d segmentation
(3)
3d medical image segmentation
(2)
medical image segmentation
(2)
computed tomography
(2)
semantic segmentation
(2)
semi-supervised learning
(1)
image reconstruction
(1)
transformer architecture
(1)
self-supervised learning
(1)
image restoration
(1)
zero-shot learning
(1)
neural architecture search
(1)
transfer learning
(1)
deep learning
(1)
model aggregation
(1)
fourier transform
(1)
communication efficiency
(1)
domain knowledge
(1)
few-shot learning
(1)
Papers
MAISI: Medical AI for Synthetic Imaging
WACV 2025
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
CVPR 2025
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
CVPR 2025
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction
WACV 2024
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
MIDL 2024
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples
ICCV 2023
Fair Federated Medical Image Segmentation via Client Contribution Estimation
CVPR 2023
UNETR: Transformers for 3D Medical Image Segmentation
WACV 2022
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