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Ashutosh Nirala

Ashutosh Kumar Nirala

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2020 – today

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2024
[c3]
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  - conf/satml/NiralaJSH24
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Ashutosh Nirala, Ameya Joshi, Soumik Sarkar, Chinmay Hegde:
Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing. SaTML 2024: 252-271
2023
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  - journals/tmlr/FakoredeNAT23
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Olukorede Fakorede, Ashutosh Kumar Nirala, Modeste Atsague, Jin Tian:
Vulnerability-Aware Instance Reweighting For Adversarial Training. Trans. Mach. Learn. Res. 2023 (2023)
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Olukorede Fakorede, Ashutosh Nirala, Modeste Atsague, Jin Tian:
Improving Adversarial Robustness with Hypersphere Embedding and Angular-Based Regularizations. ICASSP 2023: 1-5
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Modeste Atsague, Ashutosh Nirala, Olukorede Fakorede, Jin Tian:
A Penalized Modified Huber Regularization to Improve Adversarial Robustness. ICIP 2023: 2675-2679
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  - journals/corr/abs-2303-08289
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Olukorede Fakorede, Ashutosh Nirala, Modeste Atsague, Jin Tian:
Improving Adversarial Robustness with Hypersphere Embedding and Angular-based Regularizations. CoRR abs/2303.08289 (2023)
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  - journals/corr/abs-2307-07167
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Olukorede Fakorede, Ashutosh Kumar Nirala, Modeste Atsague, Jin Tian:
Vulnerability-Aware Instance Reweighting For Adversarial Training. CoRR abs/2307.07167 (2023)
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  - journals/corr/abs-2311-09024
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Ashutosh Nirala, Ameya Joshi, Chinmay Hegde, Soumik Sarkar:
Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing. CoRR abs/2311.09024 (2023)

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