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Poulami Sinhamahapatra
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2020 – today
- 2024
- [i7]Poulami Sinhamahapatra, Suprosanna Shit, Anjany Sekuboyina, Malek El Husseini, David Schinz, Nicolas Lenhart, Bjoern H. Menze, Jan Kirschke, Karsten Roscher, Stephan Günnemann:
Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes. CoRR abs/2404.02830 (2024) - [i6]Poulami Sinhamahapatra, Franziska Schwaiger, Shirsha Bose, Huiyu Wang, Karsten Roscher, Stephan Günnemann:
Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes. CoRR abs/2404.07664 (2024) - 2023
- [c4]Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher:
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models. VISIGRAPP (5: VISAPP) 2023: 878-887 - 2022
- [c3]Poulami Sinhamahapatra, Rajat Koner, Karsten Roscher, Stephan Günnemann:
Is it all a cluster game? - Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space. SafeAI@AAAI 2022 - [i5]Poulami Sinhamahapatra, Rajat Koner, Karsten Roscher, Stephan Günnemann:
Is it all a cluster game? - Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space. CoRR abs/2203.08549 (2022) - [i4]Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher:
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models. CoRR abs/2211.12173 (2022) - 2021
- [c2]Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher, Stephan Günnemann, Volker Tresp:
OODformer: Out-Of-Distribution Detection Transformer. BMVC 2021: 209 - [i3]Rajat Koner, Poulami Sinhamahapatra, Volker Tresp:
Scenes and Surroundings: Scene Graph Generation using Relation Transformer. CoRR abs/2107.05448 (2021) - [i2]Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher, Stephan Günnemann, Volker Tresp:
OODformer: Out-Of-Distribution Detection Transformer. CoRR abs/2107.08976 (2021) - 2020
- [c1]Adrian Schwaiger, Poulami Sinhamahapatra, Jens Gansloser, Karsten Roscher:
Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection? AISafety@IJCAI 2020 - [i1]Rajat Koner, Poulami Sinhamahapatra, Volker Tresp:
Relation Transformer Network. CoRR abs/2004.06193 (2020)
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