Lakshmi Sathidevi
3 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Techniques
(1)
Keywords
self-supervised learning
(3)
representation learning
(2)
domain generalization
(1)
medical imaging
(1)
message passing
(1)
distribution shift
(1)
heterophilic graph
(1)
long-tail recognition
(1)
graph upsampling
(1)
latent augmentation
(1)
graph neural network
(1)
brain mapping
(1)
neuroimaging benchmark
(1)
semantic segmentation
(1)
Papers
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration
WACV 2024
Half-Hop: A graph upsampling approach for slowing down message passing
ICML 2023
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction
NeurIPS 2022