SAM-Lightening: A Lightweight Segment Anything Model with Dilated Flash Attention to Achieve 30 times Acceleration

no code implementations • 14 Mar 2024 • Yanfei Song, Bangzheng Pu, Peng Wang, Hongxu Jiang, Dong Dong, Yongxiang Cao, Yiqing Shen

Moreover, it takes only 244MB memory, which is 3. 5\% of the vanilla SAM.

Transfer Learning Zero-shot Generalization

Transport Model for Feature Extraction

no code implementations • 31 Oct 2019 • Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje

We present a new feature extraction method for complex and large datasets, based on the concept of transport operators on graphs.