Author

Mona Jaber

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Preprint Aug 2026

Putting Registers to Work: Task Registers for Token Pruning in Vision Transformers

Token-pruning policies are usually designed for a single recognition pipeline, but pretrained Vision Transformers are reused across tasks with different spatial demands. We ask which parts of a pruning policy transfer across image classification, semantic segmentation, and object detection. For each pipeline, controlle...

Hongsen Cao, Mona Jaber, Shanxin Yuan et al. · 0 citations

Open access Sep 2026

Low-complexity pedestrian intent prediction using contextual stacked ensemble learning

This work proposes CSE, a lightweight contextual stacked ensemble-learning framework to efficiently predict pedestrian crossing intent, and employs a modality-decomposed strategy in which each feature stream is processed independently and integrated via a lightweight meta-classifier.

Chia-Yen Chiang, Yasmin Fathy, G. Slabaugh et al. · Scientific Reports · 0 citations