Avery Ma

According to our database, Avery Ma authored at least 8 papers between 2017 and 2024.

Collaborative distances:

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

2024

A Survey on Transferability of Adversarial Examples Across Deep Neural Networks.

Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip Torr

Trans. Mach. Learn. Res., 2024

Improving Adversarial Transferability via Model Alignment.

Avery Ma, Amir-massoud Farahmand, Yangchen Pan, Philip Torr, Jindong Gu

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods.

Avery Ma, Yangchen Pan, Amir-massoud Farahmand

Trans. Mach. Learn. Res., 2023

2022

SAGE: Saliency-Guided Mixup with Optimal Rearrangements.

Avery Ma, Nikita Dvornik, Ran Zhang, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly

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

2021

Improving Hierarchical Adversarial Robustness of Deep Neural Networks.

Avery Ma, Aladin Virmaux, Kevin Scaman, Juwei Lu

CoRR, 2021

2020

Adversarial Robustness through Regularization: A Second-Order Approach.

Avery Ma, Fartash Faghri, Amir-massoud Farahmand

CoRR, 2020

2018

Deep Learning-Driven Depth from Defocus via Active Multispectral Quasi-Random Projections with Complex Subpatterns.

Avery Ma, Alexander Wong, David A. Clausi

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

2017

Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach.

Avery Ma, Alexander Wong, David A. Clausi

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017