Search Results for author: Sowrya Gali

Found 2 papers, 1 papers with code

Adversarial Robustness without Adversarial Training: A Teacher-Guided Curriculum Learning Approach

no code implementations NeurIPS 2021 Anindya Sarkar, Anirban Sarkar, Sowrya Gali, Vineeth N Balasubramanian

Current SOTA adversarially robust models are mostly based on adversarial training (AT) and differ only by some regularizers either at inner maximization or outer minimization steps.

Adversarial Robustness

Get Fooled for the Right Reason: Improving Adversarial Robustness through a Teacher-guided Curriculum Learning Approach

1 code implementation30 Oct 2021 Anindya Sarkar, Anirban Sarkar, Sowrya Gali, Vineeth N Balasubramanian

Current SOTA adversarially robust models are mostly based on adversarial training (AT) and differ only by some regularizers either at inner maximization or outer minimization steps.

Adversarial Robustness

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