Publications

Check my Google Scholar for the complete list.

2024

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    EREN: Enhancing deep learning robustness through image pre-processing
    Harshitha Machiraju , Michael H Herzog , and Pascal Frossard
    (Under Submission), 2024
    Bib

2023

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    Frequency-Based Vulnerability Analysis of Deep Learning Models against Image Corruptions
    Harshitha Machiraju , Michael H Herzog , and Pascal Frossard
    (Under Submission), 2023
    arXiv

2022

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    CLAD: A Contrastive Learning based Approach for Background Debiasing
    Ke Wang , Harshitha Machiraju , Oh-Hyeon Choung , and 2 more authors
    BMVC, 2022
    arXiv
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    Empirical advocacy of bio-inspired models for robust image recognition
    Harshitha Machiraju , Oh-Hyeon Choung , Michael H Herzog , and 1 more author
    CVPR NeuroVision Workshop, 2022
    arXiv

2020

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    A Little Fog for a Large Turn
    Harshitha Machiraju , and Vineeth N Balasubramanian
    WACV, 2020
    arXiv

2019

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    Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models
    Abhishek Sinha , Mayank Singh , Nupur Kumari , and 3 more authors
    IJCAI, 2019
    arXiv

2018

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    An Evaluation Metric for Object Detection Algorithms in Autonomous Navigation Systems and its Application to a Real-Time Alerting System
    Harshitha Machiraju , and Sumohana S. Channappayya
    ICIP, 2018