MANI-Pure: Magnitude-Adaptive Noise Injection for Adversarial Purification Paper • 2509.25082 • Published Sep 29 • 1
Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment Paper • 2408.06079 • Published Aug 12, 2024
Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs Paper • 2501.19164 • Published Jan 31
TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs Paper • 2507.21584 • Published Jul 29 • 10
When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios Paper • 2507.20198 • Published Jul 27 • 26