Avery Ma

14 papers A* 1A 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling.
ICML
Avery Ma, Yangchen Pan, Amir-massoud Farahmand
2025 J jnl
PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling.
CoRR
Avery Ma, Yangchen Pan, Amir-massoud Farahmand
2024 J jnl
A Survey on Transferability of Adversarial Examples Across Deep Neural Networks.
Trans. Mach. Learn. Res.
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
2024 — conf
Improving Adversarial Transferability via Model Alignment.
ECCV (62)
Avery Ma, Amir-massoud Farahmand, Yangchen Pan, Philip Torr, Jindong Gu
2023 J jnl
A Survey on Transferability of Adversarial Examples across Deep Neural Networks.
CoRR
Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip H. S. Torr
2023 J jnl
Improving Adversarial Transferability via Model Alignment.
CoRR
Avery Ma, Amir-massoud Farahmand, Yangchen Pan, Philip H. S. Torr, Jindong Gu
2023 J jnl
Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods.
CoRR
Avery Ma, Yangchen Pan, Amir-massoud Farahmand
2023 J jnl
Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods.
Trans. Mach. Learn. Res.
Avery Ma, Yangchen Pan, Amir-massoud Farahmand
2022 A conf
SAGE: Saliency-Guided Mixup with Optimal Rearrangements.
BMVC
Avery Ma, Nikita Dvornik, Ran Zhang, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly
2022 J jnl
SAGE: Saliency-Guided Mixup with Optimal Rearrangements.
CoRR
Avery Ma, Nikita Dvornik, Ran Zhang, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly
2021 J jnl
Improving Hierarchical Adversarial Robustness of Deep Neural Networks.
CoRR
Avery Ma, Aladin Virmaux, Kevin Scaman, Juwei Lu
2020 J jnl
Adversarial Robustness through Regularization: A Second-Order Approach.
CoRR
Avery Ma, Fartash Faghri, Amir-massoud Farahmand
2018 — conf
Deep Learning-Driven Depth from Defocus via Active Multispectral Quasi-Random Projections with Complex Subpatterns.
CRV
Avery Ma, Alexander Wong, David A. Clausi
2017 — conf
Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach.
ICIAR
Avery Ma, Alexander Wong, David A. Clausi