Non-Adversarial Robustness

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (6 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge
  16 Jul 2024 1 repository listed
  Surgical data science has seen rapid advancement due to the excellent performance of end-to-end deep neural networks (DNNs) for surgical video analysis.
• Towards Robust Recommendation: A Review and an Adversarial Robustness Evaluation Library
  27 Apr 2024 1 repository listed
  In the adversarial robustness, we introduce the fundamental principles and classical methods of recommender system adversarial attacks and defenses.
• Input Convex Lipschitz RNN: A Fast and Robust Approach for Engineering Tasks
  15 Jan 2024 1 repository listed
  Computational efficiency and robustness are essential in process modeling, optimization, and control for real-world engineering applications.