Vivek Sivaraman Narayanaswamy
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Cross-Pollinator
(13)
Conferences
NIPS (2)
ECCV (1)
INTERSPEECH (1)
Top co-authors
Keywords
neural tangent kernel
(1)
source separation
(1)
epistemic uncertainty
(1)
image synthesis
(1)
audio restoration
(1)
model interpretability
(1)
u-net architecture
(1)
distribution shift
(1)
outlier rejection
(1)
convolutional network
(1)
uncertainty estimation
(1)
counterfactual explanation
(1)
audio denoising
(1)
deep prior
(1)
manifold consistency
(1)
deep model inversion
(1)
Papers
DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation
ECCV 2024
Single Model Uncertainty Estimation via Stochastic Data Centering
NIPS 2022
Designing Counterfactual Generators using Deep Model Inversion
NIPS 2021
On the Design of Deep Priors for Unsupervised Audio Restoration
INTERSPEECH 2021