Eugenia Iofinova
5 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Application Areas
(4)
Core AI · Artificial Intelligence
(3)
Optimization & Theory · Deep Learning
(3)
Techniques
(3)
Architectures
(2)
Computer Vision
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
sparse training
(2)
model pruning
(2)
sparse model
(2)
convolutional neural network
(2)
model compression
(2)
transfer learning
(1)
model uncertainty
(1)
sparsity
(1)
saliency map
(1)
deep neural network
(1)
bias analysis
(1)
edge computing
(1)
sparse neural network
(1)
neural network sparsity
(1)
model fairness
(1)
unstructured sparsity
(1)
sparse backpropagation
(1)
bias in neural network
(1)
neuron visualization
(1)
commodity cpu
(1)
Papers
SPADE: Sparsity-Guided Debugging for Deep Neural Networks
ICML 2024
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures
CVPR 2023
SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge
ICML 2023
How Well Do Sparse ImageNet Models Transfer?
CVPR 2022
AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks
NeurIPS 2021