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ORCIDShashank Kotyan
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2020 – today
- 2024
[j2]Shashank Kotyan
, Danilo Vasconcellos Vargas:
Improving robustness for vision transformer with a simple dynamic scanning augmentation. Neurocomputing 565: 127000 (2024)- [i16]Shashank Kotyan, Poyuan Mao, Danilo Vasconcellos Vargas:
EvoSeed: Unveiling the Threat on Deep Neural Networks with Real-World Illusions. CoRR abs/2402.04699 (2024) - [i15]Shashank Kotyan, Pin-Yu Chen, Danilo Vasconcellos Vargas:
Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models. CoRR abs/2408.09065 (2024) - 2023
- [i14]Shashank Kotyan:
A reading survey on adversarial machine learning: Adversarial attacks and their understanding. CoRR abs/2308.03363 (2023) - [i13]Shashank Kotyan, Danilo Vasconcellos Vargas:
Improving Robustness for Vision Transformer with a Simple Dynamic Scanning Augmentation. CoRR abs/2311.00441 (2023) - [i12]Shashank Kotyan, Danilo Vasconcellos Vargas:
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning. CoRR abs/2311.07928 (2023) - [i11]Shashank Kotyan, Danilo Vasconcellos Vargas:
Towards Improving Robustness Against Common Corruptions using Mixture of Class Specific Experts. CoRR abs/2311.10177 (2023) - [i10]Tham Yik Foong, Shashank Kotyan, Poyuan Mao, Danilo Vasconcellos Vargas:
The Challenges of Image Generation Models in Generating Multi-Component Images. CoRR abs/2311.13620 (2023) - [i9]Shashank Kotyan, Tatsuya Ueda, Danilo Vasconcellos Vargas:
k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis. CoRR abs/2312.04024 (2023) - [i8]Poyuan Mao, Shashank Kotyan, Tham Yik Foong, Danilo Vasconcellos Vargas:
Synthetic Shifts to Initial Seed Vector Exposes the Brittle Nature of Latent-Based Diffusion Models. CoRR abs/2312.11473 (2023) - 2021
- [c4]Shashank Kotyan, Danilo Vasconcellos Vargas:
Deep Neural Network Loses Attention to Adversarial Images. AISafety@IJCAI 2021 - [i7]Shashank Kotyan, Danilo Vasconcellos Vargas:
Deep neural network loses attention to adversarial images. CoRR abs/2106.05657 (2021) - 2020
- [c3]Shashank Kotyan, Danilo Vasconcellos Vargas:
Towards evolving robust neural architectures to defend from adversarial attacks. GECCO Companion 2020: 135-136 - [c2]Shashank Kotyan, Danilo Vasconcellos Vargas:
Evolving Robust Neural Architectures to Defend from Adversarial Attacks. AISafety@IJCAI 2020
2010 – 2019
- 2019
- [j1]Shrivishal Tripathi, Ashish Upadhyay, Shashank Kotyan, Sandeep Yadav:
Analysis and Comparison of Different Fuzzy Inference Systems Used in Decision Making for Secondary Users in Cognitive Radio Network. Wirel. Pers. Commun. 104(3): 1175-1208 (2019) - [c1]Shashank Kotyan, Danilo Vasconcellos Vargas, Venkanna Udutalapally:
Self Training Autonomous Driving Agent. SICE 2019: 1456-1461 - [i6]Shashank Kotyan, Nishant Kumar, Pankaj Kumar Sahu, Venkanna Udutalapally:
Drishtikon: An advanced navigational aid system for visually impaired people. CoRR abs/1904.10351 (2019) - [i5]Shashank Kotyan, Nishant Kumar, Pankaj Kumar Sahu, Venkanna Udutalapally:
HAUAR: Home Automation Using Action Recognition. CoRR abs/1904.10354 (2019) - [i4]Shashank Kotyan, Danilo Vasconcellos Vargas, Venkanna Udutalapally:
Self Training Autonomous Driving Agent. CoRR abs/1904.12738 (2019) - [i3]Danilo Vasconcellos Vargas, Shashank Kotyan:
Model Agnostic Dual Quality Assessment for Adversarial Machine Learning and an Analysis of Current Neural Networks and Defenses. CoRR abs/1906.06026 (2019) - [i2]Danilo Vasconcellos Vargas, Shashank Kotyan, Moe Matsuki:
Uncovering Why Deep Neural Networks Lack Robustness: Representation Metrics that Link to Adversarial Attacks. CoRR abs/1906.06627 (2019) - [i1]Danilo Vasconcellos Vargas, Shashank Kotyan:
Evolving Robust Neural Architectures to Defend from Adversarial Attacks. CoRR abs/1906.11667 (2019)
Coauthor Index
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