Experience

Computer Vision Group, RWTH Aachen University

Research Assistant June 2022 - Ongoing

Developed a novel and efficient architecture (DynaMITe) for multi-instance interactive object segmentation using Transformer.
Achieved state-of-the-art results on multiple existing interactive segmentation benchmarks and the proposed new multi-instance benchmark.
Gained expertise in efficient large-scale multi-GPU training of deep learning models across multiple nodes.