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Ashutosh Nirala
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Journal Articles
- 2023
- [j1]Olukorede Fakorede, Ashutosh Kumar Nirala, Modeste Atsague, Jin Tian:
Vulnerability-Aware Instance Reweighting For Adversarial Training. Trans. Mach. Learn. Res. 2023 (2023)
Conference and Workshop Papers
- 2024
- [c3]Ashutosh Nirala, Ameya Joshi, Soumik Sarkar, Chinmay Hegde:
Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing. SaTML 2024: 252-271 - 2023
- [c2]Olukorede Fakorede, Ashutosh Nirala, Modeste Atsague, Jin Tian:
Improving Adversarial Robustness with Hypersphere Embedding and Angular-Based Regularizations. ICASSP 2023: 1-5 - [c1]Modeste Atsague, Ashutosh Nirala, Olukorede Fakorede, Jin Tian:
A Penalized Modified Huber Regularization to Improve Adversarial Robustness. ICIP 2023: 2675-2679
Informal and Other Publications
- 2023
- [i3]Olukorede Fakorede, Ashutosh Nirala, Modeste Atsague, Jin Tian:
Improving Adversarial Robustness with Hypersphere Embedding and Angular-based Regularizations. CoRR abs/2303.08289 (2023) - [i2]Olukorede Fakorede, Ashutosh Kumar Nirala, Modeste Atsague, Jin Tian:
Vulnerability-Aware Instance Reweighting For Adversarial Training. CoRR abs/2307.07167 (2023) - [i1]Ashutosh Nirala, Ameya Joshi, Chinmay Hegde, Soumik Sarkar:
Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing. CoRR abs/2311.09024 (2023)
Coauthor Index
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