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Jayaraman J. Thiagarajan

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Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks

Jan 07, 2024
Puja Trivedi, Mark Heimann, Rushil Anirudh, Danai Koutra, Jayaraman J. Thiagarajan

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Transformer-Powered Surrogates Close the ICF Simulation-Experiment Gap with Extremely Limited Data

Dec 06, 2023
Matthew L. Olson, Shusen Liu, Jayaraman J. Thiagarajan, Bogdan Kustowski, Weng-Keen Wong, Rushil Anirudh

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PAGER: A Framework for Failure Analysis of Deep Regression Models

Sep 20, 2023
Jayaraman J. Thiagarajan, Vivek Narayanaswamy, Puja Trivedi, Rushil Anirudh

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CREPE: Learnable Prompting With CLIP Improves Visual Relationship Prediction

Jul 19, 2023
Rakshith Subramanyam, T. S. Jayram, Rushil Anirudh, Jayaraman J. Thiagarajan

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Target-Aware Generative Augmentations for Single-Shot Adaptation

May 22, 2023
Kowshik Thopalli, Rakshith Subramanyam, Pavan Turaga, Jayaraman J. Thiagarajan

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A Closer Look at Scoring Functions and Generalization Prediction

Mar 23, 2023
Puja Trivedi, Danai Koutra, Jayaraman J. Thiagarajan

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A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias

Mar 23, 2023
Puja Trivedi, Danai Koutra, Jayaraman J. Thiagarajan

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Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative Models

Mar 19, 2023
Matthew L. Olson, Shusen Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Weng-Keen Wong

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