Shashank Kotyan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Fuzzy Inference System

Image Generation

Top Venues

GECCO Companion

Wirel. Pers. Commun.

Publications

Shashank Kotyan, Danilo Vasconcellos Vargas
Improving robustness for vision transformer with a simple dynamic scanning augmentation. Neurocomputing 565 (2024)
Shashank Kotyan, Poyuan Mao, Danilo Vasconcellos Vargas
EvoSeed: Unveiling the Threat on Deep Neural Networks with Real-World Illusions. CoRR (2024)
Tham Yik Foong, Shashank Kotyan, Poyuan Mao, Danilo Vasconcellos Vargas
The Challenges of Image Generation Models in Generating Multi-Component Images. CoRR (2023)
Shashank Kotyan, Danilo Vasconcellos Vargas
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning. CoRR (2023)
Shashank Kotyan, Danilo Vasconcellos Vargas
Improving Robustness for Vision Transformer with a Simple Dynamic Scanning Augmentation. CoRR (2023)
Shashank Kotyan
A reading survey on adversarial machine learning: Adversarial attacks and their understanding. CoRR (2023)
Shashank Kotyan, Tatsuya Ueda, Danilo Vasconcellos Vargas
k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis. CoRR (2023)
Po-Yuan 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 (2023)
Shashank Kotyan, Danilo Vasconcellos Vargas
Towards Improving Robustness Against Common Corruptions using Mixture of Class Specific Experts. CoRR (2023)
Shashank Kotyan, Danilo Vasconcellos Vargas
Deep Neural Network Loses Attention to Adversarial Images. AISafety@IJCAI (2021)
Shashank Kotyan, Danilo Vasconcellos Vargas
Deep neural network loses attention to adversarial images. CoRR (2021)
Shashank Kotyan, Danilo Vasconcellos Vargas
Towards evolving robust neural architectures to defend from adversarial attacks. GECCO Companion (2020)
Shashank Kotyan, Danilo Vasconcellos Vargas
Evolving Robust Neural Architectures to Defend from Adversarial Attacks. AISafety@IJCAI (2020)
Danilo Vasconcellos Vargas, Shashank Kotyan
Model Agnostic Dual Quality Assessment for Adversarial Machine Learning and an Analysis of Current Neural Networks and Defenses. CoRR (2019)
Shashank Kotyan, Danilo Vasconcellos Vargas, Venkanna Udutalapally
Self Training Autonomous Driving Agent. SICE (2019)
Shashank Kotyan, Nishant Kumar, Pankaj Kumar Sahu, Venkanna Udutalapally
HAUAR: Home Automation Using Action Recognition. CoRR (2019)
Shashank Kotyan, Nishant Kumar, Pankaj Kumar Sahu, Venkanna Udutalapally
Drishtikon: An advanced navigational aid system for visually impaired people. CoRR (2019)
Shashank Kotyan, Danilo Vasconcellos Vargas, Venkanna Udutalapally
Self Training Autonomous Driving Agent. CoRR (2019)
Danilo Vasconcellos Vargas, Shashank Kotyan
Evolving Robust Neural Architectures to Defend from Adversarial Attacks. CoRR (2019)
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) (2019)
Danilo Vasconcellos Vargas, Shashank Kotyan, Moe Matsuki
Uncovering Why Deep Neural Networks Lack Robustness: Representation Metrics that Link to Adversarial Attacks. CoRR (2019)