Author name: Jaber Jaber, Osama Jaber

Ouroboros: Dynamic Weight Generation for Recursive Transformers via Input-Conditioned LoRA Modulation

Jaber Jaber, Osama Jaber / April 3, 2026

arXiv:2604.02051v1 Announce Type: cross
Abstract: Recursive transformers reuse a shared weight block across multiple depth steps, trading parameters for compute. A core limitation: every step applies the same transformation, preventing the model from …

cs.CV, cs.LG, cs.RO

HCLSM: Hierarchical Causal Latent State Machines for Object-Centric World Modeling

Jaber Jaber, Osama Jaber / April 1, 2026

arXiv:2603.29090v1 Announce Type: cross
Abstract: World models that predict future states from video remain limited by flat latent representations that entangle objects, ignore causal structure, and collapse temporal dynamics into a single scale. We p…