39 citations · 54 across the 6 of their papers we have counts for
6 papers
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding
Dominik Filipiak, Andrzej Zapała, Piotr Tempczyk +2
We present Polite Teacher, a simple yet effective method for the task of semi-supervised instance segmentation. The proposed architecture relies on the Teacher-Student mutual learn…
KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles
Dominik Filipiak, Anna Fensel, Agata Filipowska
We propose KGTN-ens, a framework extending the recent Knowledge Graph Transfer Network (KGTN) in order to incorporate multiple knowledge graph embeddings at a small cost. We evalua…
Towards Knowledge Graphs Validation through Weighted Knowledge Sources
Elwin Huaman, Amar Tauqeer, Anna Fensel
The performance of applications, such as personal assistants and search engines, relies on high-quality knowledge bases, a.k.a. Knowledge Graphs (KGs). To ensure their quality one…
A European research roadmap for optimizing societal impact of big data on environment and energy efficiency
Martí Cuquet, Anna Fensel, Lorenzo Bigagli
We present a roadmap to guide European research efforts towards a socially responsible big data economy that maximizes the positive impact of big data in environment and energy eff…
Data Aggregation, Fusion and Recommendations for Strengthening Citizens Energy-aware Behavioural Profiles
Eleni Fotopoulou, Anastasios Zafeiropoulos, Fernando Terroso +4
In this paper, ENTROPY platform, an IT ecosystem for supporting energy efficiency in buildings through behavioural change of the occupants is provided. The ENTROPY platform targets…
The societal impact of big data: A research roadmap for Europe
Martí Cuquet, Anna Fensel
With its rapid growth and increasing adoption, big data is producing a substantial impact in society. Its usage is opening both opportunities such as new business models and econom…