Mahdieh Soleymani
4 papers · 2016–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
NIPS (3)
CVPR (1)
Top co-authors
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
NIPS 2021
Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds
NIPS 2020
Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks
NIPS 2019
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights
CVPR 2016