Harshitha Machiraju

According to our database, Harshitha Machiraju authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Frequency-Based Vulnerability Analysis of Deep Learning Models against Image Corruptions.

Harshitha Machiraju, Michael H. Herzog, Pascal Frossard

CoRR, 2023

2022

A comment on Guo et al. [arXiv: 2206.11228].

Ben Lonnqvist, Harshitha Machiraju, Michael H. Herzog

CoRR, 2022

Empirical Advocacy of Bio-inspired Models for Robust Image Recognition.

Harshitha Machiraju, Oh-Hyeon Choung, Michael H. Herzog, Pascal Frossard

CoRR, 2022

CLAD: A Contrastive Learning based Approach for Background Debiasing.

Ke Wang, Harshitha Machiraju, Oh-Hyeon Choung, Michael H. Herzog, Pascal Frossard

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Bio-inspired Robustness: A Review.

Harshitha Machiraju, Oh-Hyeon Choung, Pascal Frossard, Michael H. Herzog

CoRR, 2021

2020

A Little Fog for a Large Turn.

Harshitha Machiraju, Vineeth N. Balasubramanian

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2019

Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models.

Nupur Kumari, Mayank Singh, Abhishek Sinha, Harshitha Machiraju, Balaji Krishnamurthy, Vineeth N. Balasubramanian

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

An Evaluation Metric for Object Detection Algorithms in Autonomous Navigation Systems and its Application to a Real-Time Alerting System.

Harshitha Machiraju, Sumohana S. Channappayya

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018