Engineering topics

Mesfin, Waqwoya

Publications and source records attributed to Mesfin, Waqwoya.

2 records

DOE OSTI2024

pnnl/SAMIAm

We apply semantic boosting to the Segment Anything Model (SAM) to obtain microstructure segmentation for transmission electron microscopy. Our booster, SAM-I-Am, extracts geometric and textural features of various intermediate masks to perform mask removal and mask merging operations

Mesfin, Waqwoya↗

DOE OSTI2024

pnnl/SuperSAM

Our SuperSAM approach transforms the Segment Anything Model (SAM) into an `elastic' supernetwork, enabling the derivation of subnetworks with varying architectures tailored to a wide range of resource constraints.

Tallent, Nathan↗