Eugenia Iofinova
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(15)
β
The Questioner
Conferences
CVPR (2)
ICML (2)
NIPS (1)
Top co-authors
Keywords
sparse training
(2)
model pruning
(2)
sparse model
(2)
convolutional neural network
(2)
model compression
(2)
transfer learning
(1)
model uncertainty
(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)
commodity cpu
(1)
compressed training
(1)
neural network compression
(1)
neural network pruning
(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
NIPS 2021