Poulami Sinhamahapatra

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Embedding Space

Visual Attributes

Top Venues

VISIGRAPP (5: VISAPP)

Publications

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 (2024)
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 (2024)
Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models. VISIGRAPP (5: VISAPP) (2023)
Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models. CoRR (2022)
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)
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 (2022)
Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher, Stephan Günnemann, Volker Tresp
OODformer: Out-Of-Distribution Detection Transformer. BMVC (2021)
Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher, Stephan Günnemann, Volker Tresp
OODformer: Out-Of-Distribution Detection Transformer. CoRR (2021)
Rajat Koner, Poulami Sinhamahapatra, Volker Tresp
Scenes and Surroundings: Scene Graph Generation using Relation Transformer. CoRR (2021)
Rajat Koner, Poulami Sinhamahapatra, Volker Tresp
Relation Transformer Network. CoRR (2020)
Adrian Schwaiger, Poulami Sinhamahapatra, Jens Gansloser, Karsten Roscher
Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection? AISafety@IJCAI (2020)