Sugandha Sharma
3 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Interdisciplinary
(2)
Cognitive Science
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Science
(1)
Keywords
representation learning
(1)
catastrophic forgetting
(1)
self-supervised learning
(1)
hierarchical bayesian
(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)
program induction
(1)
map learning
(1)
cognitive mapping
(1)
content-addressable memory
(1)
abstract domain mapping
(1)
velocity integration
(1)
cognitive flexibility
(1)
memory scaffold
(1)
abstract domain
(1)
Papers
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals
NeurIPS 2024
Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold
ICML 2022
Map Induction: Compositional spatial submap learning for efficient exploration in novel environments
ICLR 2022