Vivek Narayanaswamy
7 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Core Methods
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
latent space
(2)
out-of-distribution detection
(2)
contrastive learning
(1)
shortcut learning
(1)
epistemic uncertainty
(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)
vision-language model
(1)
uncertainty estimation
(1)
Papers
Interpretable and Steerable Concept Bottleneck Sparse Autoencoders
CVPR 2026
On the Use of Anchoring for Training Vision Models
NeurIPS 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