Kimia Hamidieh
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Machine Learning
(4)
Application Areas
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Core Methods
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Core AI · Artificial Intelligence
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Core AI · Computer Vision
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
representation learning
(1)
feature learning
(1)
self-supervised learning
(1)
data augmentation
(1)
test-time adaptation
(1)
feature disentanglement
(1)
machine learning fairness
(1)
data selection
(1)
deep metric learning
(1)
spurious correlation
(1)
debiasing method
(1)
vision-language model
(1)
subgroup robustness
(1)
data debiasing
(1)
minority group
(1)
training example
(1)
model failure
(1)
softmax regression
(1)
vision-language embedding
(1)
algorithmic bia
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Papers
BendVLM: Test-Time Debiasing of Vision-Language Embeddings
NeurIPS 2024
Improving Subgroup Robustness via Data Selection
NeurIPS 2024
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation
ICLR 2024
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning
ICLR 2022