Mahdieh Soleymani
4 papers · 2016–2021 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (17)
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
continual learning
(1)
catastrophic forgetting
(1)
few-shot learning
(1)
neural coding
(1)
visual cortex
(1)
information retrieval
(1)
deep learning
(1)
mutual information
(1)
biological plausibility
(1)
generalization bound
(1)
probabilistic graphical model
(1)
convolutional neural network
(1)
multimodal representation learning
(1)
deep neural network
(1)
image-text retrieval
(1)
information-theoretic bound
(1)
cross-modal interaction
(1)
image-text matching
(1)
generative classifier
(1)
surround modulation
(1)
Papers
Generative vs. Discriminative: Rethinking The Meta-Continual Learning
NeurIPS 2021
Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds
NeurIPS 2020
Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks
NeurIPS 2019
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights
CVPR 2016