Although cross-modal hashing enables efficient large-scale retrieval by encoding multimodal data into compact binary representations, its fixed code length and binary nature impose a fundamental capacity constraint that hinders continual adaptation to growing data streams and emerging semantic concepts. Existing contin...
Wen-Hao Liu, Tian-Shi Wang, Feng-Ling Li et al.· IEEE Transactions on Pattern...· 0 citations
MMJailBench is introduced, a factorized benchmark that systematically varies and combines these factors under controlled configurations, enabling fine-grained comparison and factor-level attribution and a modular multimodal jailbreak evaluation suite with full and lightweight configurations, multiple judge options, and...
Tian-Shi Wang, Jing-Song Wang, Ya-Fei Huang et al.· 0 citations
ActFovea is introduced, a plug-and-play safeguarding framework that detects and mitigates runtime failures of vision-language-action policies without retraining or modifying the underlying VLA policy.
Wen-Da Yu, Tianshi Wang, Fengling Li et al.· 0 citations
UniTexture is introduced, a cross-task universal adversarial texture attack that uses a single textured 3D object to induce targeted deviations in VLA action predictions across multiple tasks and reveals shared cross-task vulnerabilities in multitask VLAs that can be systematically exploited through a single adversaria...
Yu Dai, Mingzhe Dai, Tianshi Wang et al.· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.
