Ayush Somani

According to our database, Ayush Somani authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Explain with Confidence: Fusing Saliency Maps for Faithful and Interpretable Weakly-Supervised Model.

Ayush Somani, Arif Ahmed Sekh, Dilip K. Prasad

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Rethinking Explainer Trust: A Position on the Inconsistencies of Visual Explanations in Weakly Supervised Segmentation.

Ayush Somani, Dilip K. Prasad

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

Blend & Predict: Domain-Adaptable Few-Shot Learning for Microscopy Imaging.

Ayush Somani, Anshul Gupta, Arif Ahmed Sekh, Krishna Agarwal, Dilip K. Prasad

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

Image Inpainting with Hypergraphs for Resolution Improvement in Scanning Acoustic Microscopy.

Ayush Somani, Pragyan Banerjee, Krishna Agarwal, Manu Rastogi, Dilip K. Prasad, Anowarul Habib

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Interpretability in Deep Learning

Ayush Somani, Alexander Horsch, Dilip K. Prasad

Springer, ISBN: 978-3-031-20638-2, 2023

2022

Counterfactual Explainable Gastrointestinal and Colonoscopy Image Segmentation.

Divij Singh, Ayush Somani, Alexander Horsch, Dilip K. Prasad

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Digital Staining of Mitochondria in Label-free Live-cell Microscopy.

Ayush Somani, Arif Ahmed Sekh, Ida Sundvor Opstad, Åsa Birna Birgisdottir, Truls Myrmel, Balpreet Singh Ahluwalia, Krishna Agarwal, Dilip K. Prasad, Alexander Horsch

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021