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Vivek Narayanaswamy

Leveraging Registers in Vision Transformers for Robust Adaptation

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Jan 08, 2025
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DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation

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Aug 01, 2024
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On the Use of Anchoring for Training Vision Models

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Jun 01, 2024
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PAGER: A Framework for Failure Analysis of Deep Regression Models

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Sep 20, 2023
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An L2-Normalized Spatial Attention Network For Accurate And Fast Classification Of Brain Tumors In 2D T1-Weighted CE-MRI Images

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Aug 01, 2023
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Single Model Uncertainty Estimation via Stochastic Data Centering

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Jul 14, 2022
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Revisiting Inlier and Outlier Specification for Improved Out-of-Distribution Detection

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Jul 12, 2022
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Designing Counterfactual Generators using Deep Model Inversion

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Oct 05, 2021
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Loss Estimators Improve Model Generalization

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Mar 05, 2021
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Using Deep Image Priors to Generate Counterfactual Explanations

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Oct 22, 2020
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