7 citations · 18 across the 27 of their papers we have counts for
3 papers · 1 filter
MirrorDistill: Illumination-Aware Latent Distillation for Efficient Low-Light Restoration
Farida Mohsen, Tala Zaim, Nurul Izni Rusli +3
Low-light image enhancement (LLIE) is an im- portant component of visual sensing systems operating under degraded illumination, including nighttime surveillance, au- tonomous navig…
Mamba-based Selective State Space Modeling Improves the Accuracy-Complexity Tradeoff of SmolVLA Vision-Language-Action Experts
Farida Mohsen, Thowayba Elkaffash, Mohammad Reza Chalak Qazani +3
Vision-language-action (VLA) models face a crucial tradeoff between their task success rate and the policy-call frequency. Executing a single action per inference () enables a…
IAML: Illumination-Aware Mirror Loss for Progressive Learning in Low-Light Image Enhancement Auto-encoders
Farida Mohsen, Tala Zaim, Ali Al-Zawqari +2
This letter presents a novel training approach and loss function for learning low-light image enhancement auto-encoders. Our approach revolves around the use of a teacher-student a…