Poulami Sinhamahapatra

13 papers A 2Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects Using Prototypes. WACV Poulami Sinhamahapatra, Franziska Schwaiger, Shirsha Bose, Huiyu Wang, Karsten Roscher, Stephan Günnemann
2025	—	`conf`	Zero-Shot Open-Vocabulary OOD Object Detection and Grounding using Vision Language Models. NLDL Poulami Sinhamahapatra, Shirsha Bose, Karsten Roscher, Stephan Günnemann
2024	J	`jnl`	Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes. CoRR Poulami Sinhamahapatra, Suprosanna Shit, Anjany Sekuboyina, Malek El Husseini, David Schinz, Nicolas Lenhart, Bjoern H. Menze, Jan Kirschke, Karsten Roscher, Stephan Günnemann
2024	J	`jnl`	Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes. CoRR Poulami Sinhamahapatra, Franziska Schwaiger, Shirsha Bose, Huiyu Wang, Karsten Roscher, Stephan Günnemann
2023	—	`conf`	Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models. VISIGRAPP (5: VISAPP) Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher
2022	—	`conf`	Is it all a cluster game? - Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space. SafeAI@AAAI Poulami Sinhamahapatra, Rajat Koner, Karsten Roscher, Stephan Günnemann
2022	J	`jnl`	Is it all a cluster game? - Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space. CoRR Poulami Sinhamahapatra, Rajat Koner, Karsten Roscher, Stephan Günnemann
2022	J	`jnl`	Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models. CoRR Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher
2021	A	`conf`	OODformer: Out-Of-Distribution Detection Transformer. BMVC Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher, Stephan Günnemann, Volker Tresp
2021	J	`jnl`	OODformer: Out-Of-Distribution Detection Transformer. CoRR Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher, Stephan Günnemann, Volker Tresp
2021	J	`jnl`	Scenes and Surroundings: Scene Graph Generation using Relation Transformer. CoRR Rajat Koner, Poulami Sinhamahapatra, Volker Tresp
2020	—	`conf`	Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection? AISafety@IJCAI Adrian Schwaiger, Poulami Sinhamahapatra, Jens Gansloser, Karsten Roscher
2020	J	`jnl`	Relation Transformer Network. CoRR Rajat Koner, Poulami Sinhamahapatra, Volker Tresp