Abhiram Iyer
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Interdisciplinary
(2)
Cognitive Science
(2)
Core AI
(2)
Core Methods
(2)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Processing
(1)
Keywords
neural network
(3)
statistical learning
(1)
representation learning
(1)
learning theory
(1)
catastrophic forgetting
(1)
visual processing
(1)
self-supervised learning
(1)
sample complexity
(1)
deep learning
(1)
neural network model
(1)
data privacy
(1)
dynamical system
(1)
inductive bia
(1)
data leakage
(1)
scaling law
(1)
cross-entropy loss
(1)
grid cell
(1)
self-supervised geometric consistency
(1)
abstract velocity extraction
(1)
cognitive space mapping
(1)
Papers
Breaking Neural Network Scaling Laws with Modularity
ICLR 2025
Uncovering Latent Memories in Large Language Models
ICLR 2025
Flexible Context-Driven Sensory Processing in Dynamical Vision Models
NeurIPS 2024
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals
NeurIPS 2024
Towards Exact Computation of Inductive Bias
IJCAI 2024