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Author

Igor Gilitschenski

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#small language model Preprint Sep 2026

SCOPD: Sparse-Context On-Policy Self-Distillation for Efficient Vision-Language Models

Reasoning vision-language models (VLMs) process images and videos as long sequences of visual tokens, making inference expensive. Training-free token pruning reduces this cost, but aggressive compression can sharply degrade performance, often attributed to irreversible loss of task-relevant visual information. We show...

Ahmadreza Jeddi, En-Ming Zhang, Jasper Gerigk et al. · 0 citations
#artificial intelligence Preprint Aug 2026

Towards Unified Dynamic Face Landmark Detection

The approach, called Unified Dynamic FLD, streamlines the landmark detection pipeline by enabling a single model to learn on any number of ``N$-point''datasets, and yield any number of specific landmark predictions by loading the designated landmark queries at runtime.

S. Regalado, Varshanth R. Rao, R. Jiang et al. · 0 citations

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