Vishwa Sanjay Parekh
5 papers · 2023–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(12)
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Renaissance Researcher
(5)
Venues
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Research topics
Machine Learning
(3)
Healthcare & Medicine
(2)
Reinforcement Learning
(2)
Application Areas
(2)
Clinical
(2)
Learning Types
(2)
Methods
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
federated learning
(2)
deep reinforcement learning
(1)
catastrophic forgetting
(1)
multi-label classification
(1)
privacy-preserving learning
(1)
deep learning model
(1)
experience replay
(1)
large-scale dataset
(1)
brain tumor segmentation
(1)
label poisoning
(1)
landmark localization
(1)
class-heterogeneous learning
(1)
out of distribution
(1)
resource-efficient computing
(1)
lifelong deep reinforcement learning
(1)
coreset compression
(1)
medical image streaming
(1)
format-agnostic database
(1)
report labeling
(1)
asynchronous decentralized federated lifelong learning
(1)
Papers
Federated Class-Heterogeneous Report Labeling with Surgical Aggregation
MIDL 2025
Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning
MIDL 2025
Hidden in Plain Sight: Undetectable Adversarial Bias Attacks on Vulnerable Patient Populations
MIDL 2024
Towards a Collective Medical Imaging AI: Enabling Continual Learning from Peers
MIDL 2024
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging
MIDL 2023