Hossein Souri
4 papers · 2022–2023 · 2 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
(16)
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Hot Topic Early Bird
Venues
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Research topics
Deep Learning
(4)
Learning Types · Deep Learning
(4)
Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
transfer learning
(2)
self-supervised learning
(2)
data poisoning
(1)
domain generalization
(1)
variational inference
(1)
computer vision
(1)
bayesian inference
(1)
backdoor attack
(1)
pre-trained model
(1)
feature extractor
(1)
informative prior
(1)
loss surface
(1)
prototypical network
(1)
gradient matching
(1)
backbone network
(1)
neural network
(1)
backbone architecture
(1)
out of distribution
(1)
computer vision benchmark
(1)
hidden trigger
(1)
Papers
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
NeurIPS 2023
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
NeurIPS 2022
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch
NeurIPS 2022
The Close Relationship Between Contrastive Learning and Meta-Learning
ICLR 2022