Search Results for author: Osman Ülger

Found 3 papers, 2 papers with code

Auto-Vocabulary Semantic Segmentation

1 code implementation7 Dec 2023 Osman Ülger, Maksymilian Kulicki, Yuki Asano, Martin R. Oswald

Open-Vocabulary Segmentation (OVS) methods are capable of performing semantic segmentation without relying on a fixed vocabulary, and in some cases, they operate without the need for training or fine-tuning.

Language Modelling Large Language Model +3

Relational Prior Knowledge Graphs for Detection and Instance Segmentation

1 code implementation11 Oct 2023 Osman Ülger, Yu Wang, Ysbrand Galama, Sezer Karaoglu, Theo Gevers, Martin R. Oswald

Humans have a remarkable ability to perceive and reason about the world around them by understanding the relationships between objects.

Instance Segmentation Knowledge Graphs +5

Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs

no code implementations6 Dec 2022 Osman Ülger, Julian Wiederer, Mohsen Ghafoorian, Vasileios Belagiannis, Pascal Mettes

In such temporally-dynamic graphs, a core problem is inferring the future state of spatio-temporal edges, which can constitute multiple types of relations.

Graph Attention object-detection +2

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