visual perturbations

4 papers

• Enhancing the Outcome Reward-based RL Training of MLLMs with Self-Consistency Sampling
• Explicitly Modeling Subcortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness
• Focus-Then-Reuse: Fast Adaptation in Visual Perturbation Environments
• Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs