Arna Ghosh
7 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (4) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(22)
Conferences
NIPS (5)
ICLR (2)
Top co-authors
Keywords
self-supervised learning
(2)
recurrent neural network
(2)
gradient descent
(2)
representation learning
(2)
feature learning
(1)
computer vision
(1)
data augmentation
(1)
visual representation
(1)
deep learning
(1)
loss landscape
(1)
reward prediction
(1)
temporal-difference learning
(1)
biological plausibility
(1)
power-law distribution
(1)
visual representation learning
(1)
spectral analysis
(1)
biologically plausible learning
(1)
successor feature
(1)
representation collapse
(1)
pixel observation
(1)
Papers
Harnessing small projectors and multiple views for efficient vision pretraining
NIPS 2024
Learning Successor Features the Simple Way
NIPS 2024
Synaptic Weight Distributions Depend on the Geometry of Plasticity
ICLR 2024
How gradient estimator variance and bias impact learning in neural networks
ICLR 2023
Learning better with Daleβs Law: A Spectral Perspective
NIPS 2023
$\alpha$-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay
NIPS 2022
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
NIPS 2022