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Giang Nguyen

Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracy

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Apr 14, 2024
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Instance Segmentation under Occlusions via Location-aware Copy-Paste Data Augmentation

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Oct 27, 2023
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AdvisingNets: Learning to Distinguish Correct and Wrong Classifications via Nearest-Neighbor Explanations

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Aug 25, 2023
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Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML

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Jun 15, 2023
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Zoom is what you need: An empirical study of the power of zoom and spatial biases in image classification

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Apr 11, 2023
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Semi-supervised Neural Machine Translation with Consistency Regularization for Low-Resource Languages

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Apr 02, 2023
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Overcoming Catastrophic Forgetting by XAI

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Nov 25, 2022
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Visual correspondence-based explanations improve AI robustness and human-AI team accuracy

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Aug 02, 2022
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Manas: Mining Software Repositories to Assist AutoML

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Dec 06, 2021
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IRMAC: Interpretable Refined Motifs and Binary Classification for Rooftops PV Owners

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Sep 23, 2021
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