26 citations · 29 across the 2 of their papers we have counts for
3 papers
Trapped in texture bias? A large scale comparison of deep instance segmentation
Johannes Theodoridis, Jessica Hofmann, Johannes Maucher +1
Do deep learning models for instance segmentation generalize to novel objects in a systematic way? For classification, such behavior has been questioned. In this study, we aim to u…
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning
Daniel Grießhaber, Johannes Maucher, Ngoc Thang Vu
Recently, leveraging pre-trained Transformer based language models in down stream, task specific models has advanced state of the art results in natural language understanding task…
Low-Resource Text Classification using Domain-Adversarial Learning
Daniel Grießhaber, Ngoc Thang Vu, Johannes Maucher
Deep learning techniques have recently shown to be successful in many natural language processing tasks forming state-of-the-art systems. They require, however, a large amount of a…