Search Results for author: Anna Fensel

Found 4 papers, 1 papers with code

Invited talk: From Data to Meaning in Representation of Emotions

no code implementations • SALLD (LREC) 2022 • Anna Fensel

How to convert Big Data into Smart Data, which is interpretable by both machine and human?

Knowledge Graphs Management +3

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Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding

no code implementations • 7 Nov 2022 • Dominik Filipiak, Andrzej Zapała, Piotr Tempczyk, Anna Fensel, Marek Cygan

We present Polite Teacher, a simple yet effective method for the task of semi-supervised instance segmentation.

Ranked #2 on Semi-Supervised Instance Segmentation on COCO 10% labeled data

Instance Segmentation Pseudo Label +3

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KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles

1 code implementation • 6 Nov 2022 • 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.

Ranked #1 on Few-Shot Image Classification on ImageNet-FS (5-shot, all)

Few-Shot Image Classification Knowledge Graph Embeddings

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Towards Knowledge Graphs Validation through Weighted Knowledge Sources

no code implementations • 26 Apr 2021 • Elwin Huaman, Amar Tauqeer, Anna Fensel

Time-wise, the Validator, performed a validation of 2530 instances in 15 minutes approximately.

Knowledge Graphs Question Answering

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