#Model Robustness
Latest news articles tagged with "Model Robustness". Follow the timeline of events, related topics, and entities.
Articles (3)
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🇺🇸 To Deceive is to Teach? Forging Perceptual Robustness via Adversarial Reinforcement Learning
[USA]
arXiv:2602.22227v1 Announce Type: cross Abstract: Despite their impressive capabilities, Multimodal Large Language Models (MLLMs) exhibit perceptual fragility when confronted with visually complex sc...
Related: #Machine Learning, #Artificial Intelligence, #Computer Vision -
🇺🇸 Enabling clinical use of foundation models in histopathology
[USA]
arXiv:2602.22347v1 Announce Type: cross Abstract: Foundation models in histopathology are expected to facilitate the development of high-performing and generalisable deep learning systems. However, c...
Related: #Artificial Intelligence in Medicine, #Computational Pathology -
🇺🇸 Consistency of Large Reasoning Models Under Multi-Turn Attacks
[USA]
arXiv:2602.13093v1 Announce Type: new Abstract: Large reasoning models with reasoning capabilities achieve state-of-the-art performance on complex tasks, but their robustness under multi-turn adversa...
Related: #AI Safety, #Adversarial Attacks