conftrace_

accuracy-robustness trade-off

8 papers

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Co-occurring keywords · papers mentioning both

adversarial training (5) adversarial robustness (3) neural network (2) decision boundary (2) model robustness (2) model compression (2) probability mixing (1) hyperparameter control (1) random noise defense (1) weight conditioning (1)

Papers

Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training ICCV 2025 Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024 Mixing classifiers to alleviate the accuracy-robustness trade-off L4DC 2024 Advancing Example Exploitation Can Alleviate Critical Challenges in Adversarial Training ICCV 2023 FLOAT: Fast Learnable Once-for-All Adversarial Training for Tunable Trade-Off Between Accuracy and Robustness WACV 2023 Pay attention to your loss : understanding misconceptions about Lipschitz neural networks NeurIPS 2022 Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off ICLR 2022 Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free NeurIPS 2020