Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms Paper • 2604.23775 • Published 5 days ago • 43
Gated Condition Injection without Multimodal Attention: Towards Controllable Linear-Attention Transformers Paper • 2603.27666 • Published Mar 29 • 18
AutoMIA: Improved Baselines for Membership Inference Attack via Agentic Self-Exploration Paper • 2604.01014 • Published 29 days ago • 11
Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models Paper • 2603.15557 • Published Mar 16 • 29
ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer Paper • 2603.15478 • Published Mar 16 • 24
SpotEdit: Selective Region Editing in Diffusion Transformers Paper • 2512.22323 • Published Dec 26, 2025 • 39
In-Video Instructions: Visual Signals as Generative Control Paper • 2511.19401 • Published Nov 24, 2025 • 32