Yani Ioannou
7 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
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Grand Slam
Venues
Top co-authors
Research topics
Keywords
dynamic sparse training
(3)
neural network pruning
(2)
efficient computing
(2)
lottery ticket hypothesis
(2)
convolutional neural network
(2)
model compression
(2)
structured sparsity
(1)
generalization
(1)
deep convolutional neural network
(1)
adversarial perturbation
(1)
gradient flow
(1)
neural network robustness
(1)
sparse training
(1)
sparse neural network
(1)
adversarial example
(1)
linear program
(1)
random initialization
(1)
lottery ticket
(1)
filter group
(1)
initialization scheme
(1)
Papers
Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry
ICML 2025
Dynamic Sparse Training with Structured Sparsity
ICLR 2024
Navigating Extremes: Dynamic Sparsity in Large Output Spaces
NeurIPS 2024
Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win
AAAI 2022
Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups
CVPR 2017
Measuring Neural Net Robustness with Constraints
NeurIPS 2016
Refining Architectures of Deep Convolutional Neural Networks
CVPR 2016