Search Results for author: Anwai Archit

Found 3 papers, 3 papers with code

ViM-UNet: Vision Mamba for Biomedical Segmentation

2 code implementations11 Apr 2024 Anwai Archit, Constantin Pape

Here, we introduce ViM-UNet, a novel segmentation architecture based on it and compare it to UNet and UNETR for two challenging microscopy instance segmentation tasks.

Instance Segmentation Segmentation +1

Segment Anything for Microscopy

1 code implementation bioRxiv 2023 Anwai Archit, Sushmita Nair, Nabeel Khalid, Paul Hilt, Vikas Rajashekar, Marei Freitag, Sagnik Gupta, Andreas Dengel, Sheraz Ahmed, Constantin Pape

We present Segment Anything for Microscopy, a tool for interactive and automatic segmentation and tracking of objects in multi-dimensional microscopy data.

Image Segmentation Instance Segmentation +3

Probabilistic Domain Adaptation for Biomedical Image Segmentation

1 code implementation21 Mar 2023 Anwai Archit, Constantin Pape

We further study joint and separate source-target training strategies and evaluate our method on three challenging domain adaptation tasks for biomedical segmentation.

Domain Adaptation Image Segmentation +4

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