Author

Mohammad Mahdi

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Preprint Sep 2026

AHMAD: Adaptive Hybrid Multi-task Vision Learning with Assisted Distillation for Keypoint Detection

Generalist multitasking vision models aim to unify multiple vision tasks within a single framework, enabling more efficient and versatile learning. However, handling diverse vision tasks -- spanning dense and sparse predictions -- remains challenging due to their inherently varying output structures. In this paper, we...

Mohammad Mahdi, Nedyalko Prisadnikov, Yu-Qian Fu et al. · 0 citations

Preprint Sep 2026

Ego-Forge: Text and Geometric-Attention Free Exo-to-Egocentric Video Generation

Exo-to-egocentric video generation aims to synthesize what a person sees from their own viewpoint given third-person footage and a target head trajectory. The task requires transferring appearance and semantics across large viewpoint changes while hallucinating content never observed by the exocentric camera. Existing...

Mohammad Mahdi, Luc Van Gool, D. Paudel · 0 citations