GAPL learns a compact set of canonical forgery prototypes and applies two-stage LoRA training to build a low-variance feature space that improves generalization across GAN and diffusion generators.
Roboos-next: A unified memory-based framework for lifelong, scalable, and robust multi-robot collaboration.arXiv preprint arXiv:2510.26536
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Introduces Embodied Collective Intelligence (ECI) as a conceptual framework for multi-robot systems with Co-Perception, Co-Action, and Co-Evolution, illustrated by a limited navigation study on shared memory inheritance.
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Scaling Up AI-Generated Image Detection with Generator-Aware Prototypes
GAPL learns a compact set of canonical forgery prototypes and applies two-stage LoRA training to build a low-variance feature space that improves generalization across GAN and diffusion generators.
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When Multi-Robot Systems Meet Agentic AI:Towards Embodied Collective Intelligence
Introduces Embodied Collective Intelligence (ECI) as a conceptual framework for multi-robot systems with Co-Perception, Co-Action, and Co-Evolution, illustrated by a limited navigation study on shared memory inheritance.