Poulami Sinhamahapatra

According to our database, Poulami Sinhamahapatra authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes.

Poulami Sinhamahapatra, Franziska Schwaiger, Shirsha Bose, Huiyu Wang, Karsten Roscher, Stephan Günnemann

CoRR, 2024

Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes.

Poulami Sinhamahapatra, Suprosanna Shit, Anjany Sekuboyina, Malek El Husseini, David Schinz, Nicolas Lenhart, Bjoern H. Menze, Jan Kirschke, Karsten Roscher, Stephan Günnemann

CoRR, 2024

2023

Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models.

Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2022

Is it all a cluster game? - Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space.

Poulami Sinhamahapatra, Rajat Koner, Karsten Roscher, Stephan Günnemann

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 2022

2021

Scenes and Surroundings: Scene Graph Generation using Relation Transformer.

Rajat Koner, Poulami Sinhamahapatra, Volker Tresp

CoRR, 2021

OODformer: Out-Of-Distribution Detection Transformer.

Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher, Stephan Günnemann, Volker Tresp

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Relation Transformer Network.

Rajat Koner, Poulami Sinhamahapatra, Volker Tresp

CoRR, 2020

Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?

Adrian Schwaiger, Poulami Sinhamahapatra, Jens Gansloser, Karsten Roscher

Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020