18 citations · 29 across the 5 of their papers we have counts for
3 papers · 1 filter
FTerViT: Fully Ternary Vision Transformer
Szymon Ruciński, Pietro Bonazzi, Engin Türetken +3
Ternary Vision Transformers offer substantial model compression, however state-of-the-art methods only ternarize the encoder layers, leaving patch embeddings, LayerNorm parameters,…
Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform
Simon Narduzzi, Engin Türetken, Jean-Philippe Thiran +1
Designing Deep Neural Networks (DNNs) running on edge hardware remains a challenge. Standard designs have been adopted by the community to facilitate the deployment of Neural Netwo…
Globally Optimal Cell Tracking using Integer Programming
Engin Türetken, Xinchao Wang, Carlos Becker +2
We propose a novel approach to automatically tracking cell populations in time-lapse images. To account for cell occlusions and overlaps, we introduce a robust method that generate…