Hossein Souri
4 papers · 2022–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (1)
Top co-authors
Keywords
transfer learning
(2)
data poisoning
(1)
domain generalization
(1)
variational inference
(1)
computer vision
(1)
bayesian inference
(1)
self-supervised learning
(1)
backdoor attack
(1)
pretrained model
(1)
informative prior
(1)
loss surface
(1)
gradient matching
(1)
backbone network
(1)
neural network
(1)
backbone architecture
(1)
out of distribution
(1)
computer vision benchmark
(1)
hidden trigger
(1)
dataset poisoning
(1)
image classification
(1)
Papers
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
NIPS 2023
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch
NIPS 2022
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
NIPS 2022
The Close Relationship Between Contrastive Learning and Meta-Learning
ICLR 2022