Vivek Narayanaswamy
6 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Conference Polyglot (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird
π
Cross-Pollinator
(9)
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Renaissance Researcher
(5)
π₯
Unstoppable
(5)
Conferences
ICML (2)
AAAI (1)
INTERSPEECH (1)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
latent space
(2)
out-of-distribution detection
(2)
contrastive learning
(1)
shortcut learning
(1)
model calibration
(1)
medical imaging
(1)
image reconstruction
(1)
feature importance
(1)
distribution shift
(1)
audio source separation
(1)
projected gradient descent
(1)
deep neural network
(1)
generative prior
(1)
model training
(1)
generalization capability
(1)
energy-based model
(1)
generative adversarial network
(1)
uncertainty estimation
(1)
anchoring training
(1)
vision model
(1)
Papers
On the Use of Anchoring for Training Vision Models
NIPS 2024
PAGER: Accurate Failure Characterization in Deep Regression Models
ICML 2024
Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors
MIDL 2023
Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images
ICML 2022
Accurate and Robust Feature Importance Estimation under Distribution Shifts
AAAI 2021
Unsupervised Audio Source Separation Using Generative Priors
INTERSPEECH 2020