Sugandha Sharma
3 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(7)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
catastrophic forgetting
(1)
self-supervised learning
(1)
neural network model
(1)
energy function
(1)
hopfield network
(1)
grid cell
(1)
self-supervised geometric consistency
(1)
abstract velocity extraction
(1)
cognitive space mapping
(1)
cognitive mapping
(1)
abstract domain mapping
(1)
velocity integration
(1)
cognitive flexibility
(1)
content addressable memory
(1)
memory scaffold
(1)
abstract domain
(1)
velocity extraction
(1)
Papers
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals
NIPS 2024
Map Induction: Compositional spatial submap learning for efficient exploration in novel environments
ICLR 2022
Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold
ICML 2022